Triple
T14164521
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Justin Hammer |
E351035
|
entity |
| Predicate | businessRivalOf |
P1375
|
FINISHED |
| Object | Stark Industries |
E710107
|
NE FINISHED |
How this triple was built (2 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: Stark Industries | Statement: [Justin Hammer, businessRivalOf, Stark Industries]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stark Industries Context triple: [Justin Hammer, businessRivalOf, Stark Industries]
-
A.
Stark Industries
chosen
Stark Industries is a powerful, technologically advanced multinational corporation in the Marvel universe, founded by Howard Stark and led by Tony Stark, known for its cutting-edge weapons, energy innovations, and funding of the Avengers.
-
B.
Boss Corporation
Boss Corporation is a Japanese manufacturer renowned for its guitar effects pedals and other music equipment, operating as a subsidiary of Roland Corporation.
-
C.
S.T.A.R. Labs
S.T.A.R. Labs is a prominent fictional scientific research organization in DC Comics, known for its advanced technology, metahuman studies, and support of various superheroes.
-
D.
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.
-
E.
Anduril Industries
Anduril Industries is a defense technology company that develops advanced AI-driven surveillance, autonomous systems, and security platforms for military and national security applications.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d8278775fc8190b0802d22ca2f495d |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de61b207cc8190b85b1ff0910b54da |
completed | April 14, 2026, 3:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcf7f3170481909f3981c1e56235d9 |
completed | May 7, 2026, 8:37 p.m. |
Created at: April 10, 2026, 12:59 a.m.