MARC2 Analysis Report

March 26, 2026 — Subject model: gpt-oss-120b

1000
Training Tasks
865
Solved by Claude
791
Validated Descriptions
350
MARC-Eligible
104
MARC-Verified Tasks
848
Total MARC Clues

Key Metrics

MetricValue
Training tasks1000
Solved by Claude865 (86.5%)
Validated descriptions791 (91.4% of solved)
MARC-eligible (lang_suff + both_req)350
MARC-verified tasks104
Total MARC clues (all variants)848
Examples-only success rate25.8%
Language-only success rate58.2%

Valid MARC Puzzles (104 tasks)

Task IDmin_kDomainMetaphor
61biologyA leaning cell membrane stiffens as cytoskeletal filaments anchor its trailing edge
351biologyLone cells floating in a dark medium each emit a hormone that claims surrounding tissue. Each cell's signal spreads h...
451astronomyLone stars and binary pairs lack the gravitational pull to resist the green nebula's expansion. Only star clusters of...
472astronomyFragments of a shattered constellation drift through the void, each still gravitationally tethered to the nearest dea...
584astronomyA constellation is mirrored across the sky along the axis where a single star type forms an unbroken meridian
852mythologyThe Tower of Babel twists as the gods confuse it — its base stands firm, but each course of bricks above wobbles in d...
1001Finding the one bird that stayed with its flock while all others scattered in a storm.
1362ocean/sailingSignal flags on a fleet of masts — the tide carries each flag's color one mast starboard while the current drags each...
1412biologyIn a petri dish, colonies of different bacterial strains compete for dominance. The species census determines their p...
1513biologyThree nerve endings in the brain stem sense distant organs and grow axons toward them, branching laterally upon arriv...
1942biologyA membrane separates two colonies of cells. Only the mutations unique to one side survive the selection pressure.
2073astronomyAn astronomer surveys a patch of sky crowded with small nebulae. Each nebula has a distinctive emission pattern, but ...
2181biologyA nucleus undergoes chromatic inversion while the cytoplasm pushes pseudopods outward along the body axes, each limb ...
2232astronomyStars strung along a filament collapse under gravity and accrete into a conical nebula at the galactic floor.
2271danceColored ribbon dancers forming concentric squares by ribbon length
2291biologyA cell membrane encloses precious organelles while free-floating proteins drift in the cytoplasm around it.
2361biologyA cell's membrane shears under directional stress, its base rooted to the substrate while its upper structures lean a...
2452astronomyA binary star system spirals apart through tidal interaction—the hotter upper star drifts toward galactic left while ...
2512electronicsA red LED sits at the center of a small circuit board while green capacitors are soldered in one corner cluster. When...
2622ocean/sailingEach colored fleet sails in a rectangular convoy with one azure buoy anchored at a corner — marking the heading. The ...
2701biologyA green nucleus pulses at the heart of the cell, and a red organelle undergoes mitotic division — splitting into iden...
2801A compass rose casts reflections of a traveler into every cardinal shadow.
2901astronomyTwo nebulae drift through the same region of space — wherever either cloud has matter, the overlap glows with new sta...
2921biologyA nerve impulse races along an axon until it hits a membrane barrier, then rebounds along a mirror-image pathway.
3191biologyCells in a petri dish compete for territory; the most abundant organism claims the outer membrane, while rarer specie...
3223astronomyA nebula drifts toward the accretion disk and settles against it, while a shock front forms on its outer boundary.
3492biologyA single cell divides with increasing vigor — each generation larger than the last — until it reaches its peak vitali...
3631biologyA cell's membrane encloses its cytoplasm: the organelles cluster at both ends while the interior fills with the cell'...
3863astronomyA fragment of a nebula is caught in a gravitational lens that projects its light in four symmetric images around the ...
3871ocean/sailingTwo currents of different temperatures converge in a narrow strait — the warm current claims most of the channel, but...
3982astronomyThree nebulae drift through the same region of space. The magenta emission nebula burns hottest and outshines anythin...
4003biologyA cell membrane dissolves, but its proteins are redistributed along the rows where the chromosome's active genes glow...
4082musicAn orchestra warms up in cacophony, but four tuning forks hidden at the edges of the concert hall resonate at the sam...
4162biologyA cell biologist examines a tissue sample under the microscope. The diversity of cell types determines whether the or...
4171ocean/sailingA damaged sail with a torn corner lets the wind through, and the escaping gust drives a wake of foam diagonally acros...
4183biologyA cellular biologist stains tissue samples under a microscope, applying different fluorescent dyes depending on how m...
4221astronomyA nebula's luminous shell glows azure where stellar winds compress its outer gas, but the hollow core remains a pocke...
4302biologyCertain enzymes along a chromosome express themselves differently depending on their type, sending protein chains of ...
4332biologySpores drift downward through the air until they encounter a nutrient-rich membrane, where they germinate and send br...
4412biologyA cell divides at the junction of two membranes, and each generation of daughter cells forms a new wall around the la...
4432biologyA yellow enzyme with a chirality marker catalyzes the mitosis of an azure cell, budding its mirror-image daughter to ...
4442biologyA fertilized egg undergoes mitotic division, each daughter cell cluster preserving the original four-tissue arrangeme...
4492biologyA membrane separates living tissue from decay — below it, cells multiply to fill every gap; above it, necrosis claims...
4541biologyA cell undergoes mitotic division, but each daughter inherits the mother's memory at a different angle of the spindle...
4602biologyA single stem cell divides along two axes, and the daughter cells inherit different gene expressions depending on whi...
4613biologyCells in a tissue matrix absorb the dominant signal from their surrounding membrane receptors.
4671biologyA cell nucleus sends out tendrils of cytoplasm, each filament stretching toward the membrane wall along the path firs...
4881biologyA single spore settles one layer deeper into the tissue, and from where it was, hyphae streak upward through every ot...
4963mythologyA sacred grove where green and blue standing stones hold ancient enchantments. The unmarked earth between them either...
5001electronicsFive capacitors on a circuit board each discharge during different clock cycles. The engineer redesigns the layout so...
5322mythologyA sacred glyph is inscribed on the first face of a trinity stone. The second face receives the glyph as the sun god w...
5352ocean/sailingAcross a dark sea, several ice floes drift independently — vast blue platforms with red buoys frozen into them markin...
5362A signet stamp presses its own seal wherever its ink touches.
5391weatherA mountain range stands firm while raindrops are scattered across the valley. A storm cell anchors itself in the corn...
5432biologyIn a petri dish teeming with competing colonies, the species that outgrows all others leaves its signature protein fo...
5612ocean/sailingTwo coral reefs—one green with algae, one blue with sponges—guard a lagoon's floor. Only where both reefs have sandy ...
5842biologyA nerve impulse travels from one synapse to another — it races straight along the axon where the myelin sheath is thi...
5962electronicsA signal pattern is loaded into the lowest registers of a shift buffer; the clock pulses it upward through the empty ...
5982biologyTwo tissues share a membrane. Red antibodies within each tissue detect the foreign neighbor and migrate to the far wa...
6022biologyA strand of DNA unzips along its backbone, and the exposed nucleotide sequence is transcribed repeatedly by ribosomes...
6111biologyA tissue sample under the microscope reveals colonies of pigmented cells separated by connective membranes. The patho...
6481biologyCells in a petri dish carry genetic markers. When a cell finds its twin across the body's axis of symmetry, their sha...
6521Azure is a disease — too much infection and the host body is condemned.
6554biologyA nerve impulse finds the longest unobstructed axon through tangled tissue.
6593weatherA meteorologist studies a sunset-orange sky where storms of five different types have left scattered cloud formations...
6601astronomyA newborn star ignites in a dark nebula, and shells of ionized gas expand outward — each successive shell glows with ...
6742electronicsTwo ICs sit on a dark circuit board — one marked blue, one red. Orange capacitors are soldered at various points alon...
6961ocean/sailingCargo crates buoyed upward by the air pockets sealed inside
7052sportsTwo rugby players charge down the same lane, each diving into a spread-eagle tackle just before they meet, arms flung...
7062ocean/sailingA flare tossed against the hull of a ghost ship illuminates every plank in its color, and the flare sinks beneath the...
7181electronicsComponents on a circuit board demand larger footprints when the bill of materials lists more unique part types — as i...
7243biologyA colony of golden cells stretches across three tissue layers. The central artery pulses strongest, and at regular in...
7311A lock only turns when the right key fits perfectly into its grooves.
7333astronomyTwo galaxies on a collision course — their scattered stars merge into a single compact cluster, and every position th...
7403A corner fortress wall collapses inward, leaving rubble layers and a crack running through the foundation.
7413biologyCell membranes exchange their protein coats during mitotic inversion
7841biologyGenes express only when both parents carry the trait — recessive alleles in flanking cells activate the dormant center.
7861astronomyA constellation is glimpsed through a small telescope aperture. Pull back, and the universe reveals that pattern repe...
7923biologyTwo strands of DNA, one coding for cold pigment and one for warm, are spliced together across a membrane. Wherever ei...
7983geologyThree mineral veins are compressed into one stratum, and the hardest crystal wins each pocket in the rock.
8061biologySpores released from scattered fungi drift on a gentle southeast wind, each one depositing copies of itself as it flo...
8132biologyTwin enzymes activate along a membrane, inverting the polarity of every protein caught between their binding sites.
8151biologyEach blue cell is a living organism that undergoes mitosis, budding off four differentiated daughter cells into its i...
8171biologyA strand of DNA where certain nucleotides fluoresce under UV light, but only those that fall on the same breathing rh...
8181astronomyThe green binary star burns at the center of the void. Planets orbiting in its ecliptic planes blaze tidal tails of t...
8193biologyCells of a single species colonize the petri dish in unpredictable clusters, but every species folds into the same ge...
8721electronicsAn electron bouncing between the plates of a vertical capacitor
8751A wanted poster leads bounty hunters to fence in the fugitive.
8933biologyAmong the petri dishes, the colony with the most aggressive infection is isolated for study
8981astronomyA constellation whose outer stars undergo gravitational lensing, each appearing twice in the sky, while the central s...
9103electronicsRegisters in a shift chain pass their bit patterns one position left on each clock pulse. Read the output after the n...
9161sportsGrey relay teams snake across a darkened track, each team passing batons among its own runners but never to another t...
9212biologyFour strains of bacteria colonize a petri dish divided by nutrient barriers. When the barriers dissolve, they compete...
9313mythologyFour gods paint their colors across a shared canvas, but divine rank determines whose mark endures.
9394biologyA enzyme reads the folding pattern of a receptor protein and activates a pigment gene, dyeing a nearby cell cluster i...
9411biologyThree antibodies are displayed on a membrane above a petri dish. Each antibody binds only to colonies of its matching...
9651astronomyA few colored stars ignite in an otherwise dark sky. Each star's gravitational pull compresses its entire meridian in...
9661cookingA cookie cutter is shaped by the dough left around a cherry pressed into its center; wherever drops of jam land on th...
9711biologyA cell colony where the dominant species overwhelms the culture dish, but the researcher only cares about the rare mu...
9771danceA choreographer fills an empty rectangle on the dance floor by extending the repeating formation that every other dan...
9822biologyA cell undergoes mitosis along its diagonal axis, and wherever chromosomes face each other across the cytoplasm, a ba...
9832biologyTwo enzyme markers bind to the membrane wall, triggering mitosis in reverse — the cell cleaves along the marked axis,...
9873astronomyThe larger nebula's shell ionizes to the wavelength of the scattered pulsars, while the smaller nebula drifts beyond ...
9952biologyA strand of DNA unzips and migrates across an electrophoresis gel, its colored nucleotides drifting at an angle throu...