Triple
T9729098
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Madison Russell |
E235691
|
entity |
| Predicate | associatedWithOrganization |
P629
|
FINISHED |
| Object |
Apex Cybernetics
Apex Cybernetics is a powerful high-tech corporation in the MonsterVerse franchise, known for developing advanced robotics and technologies that challenge and provoke the Titans.
|
E817481
|
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: Apex Cybernetics | Statement: [Madison Russell, associatedWithOrganization, Apex Cybernetics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Apex Cybernetics Context triple: [Madison Russell, associatedWithOrganization, Apex Cybernetics]
-
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.
Umbrella Corporation
Umbrella Corporation is a powerful and sinister pharmaceutical conglomerate in the Resident Evil franchise, notorious for creating bioweapons and causing catastrophic viral outbreaks.
-
C.
Sirius Cybernetics Corporation
Sirius Cybernetics Corporation is a fictional company in Douglas Adams' "The Hitchhiker's Guide to the Galaxy" series, notorious for producing irritating and malfunction-prone robots and technology.
-
D.
Cyberdyne Systems
Cyberdyne Systems is the fictional high-tech defense contractor in the Terminator franchise responsible for developing the artificial intelligence that becomes Skynet.
-
E.
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.
- 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: Apex Cybernetics Triple: [Madison Russell, associatedWithOrganization, Apex Cybernetics]
Generated description
Apex Cybernetics is a powerful high-tech corporation in the MonsterVerse franchise, known for developing advanced robotics and technologies that challenge and provoke the Titans.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Apex Cybernetics Target entity description: Apex Cybernetics is a powerful high-tech corporation in the MonsterVerse franchise, known for developing advanced robotics and technologies that challenge and provoke the Titans.
-
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.
Umbrella Corporation
Umbrella Corporation is a powerful and sinister pharmaceutical conglomerate in the Resident Evil franchise, notorious for creating bioweapons and causing catastrophic viral outbreaks.
-
C.
Sirius Cybernetics Corporation
Sirius Cybernetics Corporation is a fictional company in Douglas Adams' "The Hitchhiker's Guide to the Galaxy" series, notorious for producing irritating and malfunction-prone robots and technology.
-
D.
Cyberdyne Systems
Cyberdyne Systems is the fictional high-tech defense contractor in the Terminator franchise responsible for developing the artificial intelligence that becomes Skynet.
-
E.
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.
- 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_69ca84d0fad481909cdd45aa77416c48 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cd9eafa3a88190bc62924d94b89cd8 |
completed | April 1, 2026, 10:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d19fb5f5bc8190ae53bc5c165b5ac7 |
completed | April 4, 2026, 11:33 p.m. |
| NEDg | Description generation | batch_69d1a482c0bc81908c3c7ae7c2f19473 |
completed | April 4, 2026, 11:53 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1a83336308190acb209223da11766 |
completed | April 5, 2026, 12:09 a.m. |
Created at: March 30, 2026, 8:21 p.m.