Triple
T13750638
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cobra |
E330339
|
entity |
| Predicate | hasEconomicArm |
P3410
|
FINISHED |
| Object |
M.A.R.S. Industries
M.A.R.S. Industries is a fictional weapons manufacturing and technology corporation that serves as the primary financial and arms supplier for the Cobra organization in the G.I. Joe universe.
|
E1058918
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: M.A.R.S. Industries | Statement: [Cobra, hasEconomicArm, M.A.R.S. Industries]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M.A.R.S. Industries Context triple: [Cobra, hasEconomicArm, M.A.R.S. Industries]
-
A.
Cybus Industries
Cybus Industries is a powerful fictional technology conglomerate in the Doctor Who universe, best known for creating an alternate-universe version of the Cybermen.
-
B.
Weyland Corporation
Weyland Corporation is a powerful, futuristic megacorporation in the Alien franchise, known for its ruthless pursuit of profit and advanced spacefaring and synthetic technologies.
-
C.
Plank Industries
Plank Industries is a private investment and holding company owned by Under Armour founder Kevin Plank, with interests spanning real estate, hospitality, and other ventures, particularly in Baltimore.
-
D.
Marcus Corporation
Marcus Corporation is a U.S.-based company best known for its movie theatre and hospitality businesses, including operating cinema chains and hotels.
-
E.
Union Aerospace Corporation
Union Aerospace Corporation is a powerful and morally dubious megacorporation in the Doom video game series, known for its advanced research into teleportation and demonic energies that unleashes hellish invasions.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: M.A.R.S. Industries Triple: [Cobra, hasEconomicArm, M.A.R.S. Industries]
Generated description
M.A.R.S. Industries is a fictional weapons manufacturing and technology corporation that serves as the primary financial and arms supplier for the Cobra organization in the G.I. Joe universe.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: M.A.R.S. Industries Target entity description: M.A.R.S. Industries is a fictional weapons manufacturing and technology corporation that serves as the primary financial and arms supplier for the Cobra organization in the G.I. Joe universe.
-
A.
Cybus Industries
Cybus Industries is a powerful fictional technology conglomerate in the Doctor Who universe, best known for creating an alternate-universe version of the Cybermen.
-
B.
Weyland Corporation
Weyland Corporation is a powerful, futuristic megacorporation in the Alien franchise, known for its ruthless pursuit of profit and advanced spacefaring and synthetic technologies.
-
C.
Plank Industries
Plank Industries is a private investment and holding company owned by Under Armour founder Kevin Plank, with interests spanning real estate, hospitality, and other ventures, particularly in Baltimore.
-
D.
Marcus Corporation
Marcus Corporation is a U.S.-based company best known for its movie theatre and hospitality businesses, including operating cinema chains and hotels.
-
E.
Union Aerospace Corporation
Union Aerospace Corporation is a powerful and morally dubious megacorporation in the Doom video game series, known for its advanced research into teleportation and demonic energies that unleashes hellish invasions.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d81c573f288190aa2403d484fa3d49 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de02148c208190a882927905a861a6 |
completed | April 14, 2026, 9 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7a8560614819085958205637f3863 |
completed | May 3, 2026, 7:56 p.m. |
| NEDg | Description generation | batch_69f7a8f6833881908bcca35d7d01596a |
completed | May 3, 2026, 7:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7a9c3c6548190802e1163c9c35b67 |
completed | May 3, 2026, 8:02 p.m. |
Created at: April 9, 2026, 10:08 p.m.