Triple
T14164490
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ivan Vanko |
E351034
|
entity |
| Predicate | affiliation |
P10
|
FINISHED |
| Object |
Hammer Industries
Hammer Industries is a fictional weapons manufacturing and technology company in the Marvel universe, known as a rival to Stark Industries and led by the ambitious Justin Hammer.
|
E1083231
|
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: Hammer Industries | Statement: [Ivan Vanko, affiliation, Hammer Industries]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hammer Industries Context triple: [Ivan Vanko, affiliation, Hammer Industries]
-
A.
Hammer Projects
Hammer Projects is a contemporary art exhibition program at the Hammer Museum that showcases innovative work by emerging and under-recognized artists.
-
B.
Hamer
Hamer is an Omotic language spoken primarily by the Hamer people of southwestern Ethiopia.
-
C.
Hamer
Hamer is the surname of Fannie Lou Hamer, the prominent American civil rights activist and voting rights leader.
-
D.
Pewterschmidt Industries
Pewterschmidt Industries is the wealthy, family-owned business empire controlled by Carter Pewterschmidt in the animated series "Family Guy."
-
E.
Hammer Building
Hammer Building is a key gallery structure within the Los Angeles County Museum of Art complex, housing portions of its art collections and exhibitions.
- 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: Hammer Industries Triple: [Ivan Vanko, affiliation, Hammer Industries]
Generated description
Hammer Industries is a fictional weapons manufacturing and technology company in the Marvel universe, known as a rival to Stark Industries and led by the ambitious Justin Hammer.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hammer Industries Target entity description: Hammer Industries is a fictional weapons manufacturing and technology company in the Marvel universe, known as a rival to Stark Industries and led by the ambitious Justin Hammer.
-
A.
Hammer Projects
Hammer Projects is a contemporary art exhibition program at the Hammer Museum that showcases innovative work by emerging and under-recognized artists.
-
B.
Hamer
Hamer is an Omotic language spoken primarily by the Hamer people of southwestern Ethiopia.
-
C.
Hamer
Hamer is the surname of Fannie Lou Hamer, the prominent American civil rights activist and voting rights leader.
-
D.
Pewterschmidt Industries
Pewterschmidt Industries is the wealthy, family-owned business empire controlled by Carter Pewterschmidt in the animated series "Family Guy."
-
E.
Hammer Building
Hammer Building is a key gallery structure within the Los Angeles County Museum of Art complex, housing portions of its art collections and exhibitions.
- 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_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. |
| NEDg | Description generation | batch_69fcfe9debe08190b9943f941f1b8813 |
completed | May 7, 2026, 9:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fcff29f7608190b4b7d24fc1e011bf |
completed | May 7, 2026, 9:07 p.m. |
Created at: April 10, 2026, 12:59 a.m.