Triple
T4274208
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Eli Broad |
E97007
|
entity |
| Predicate | coFounded |
P104
|
FINISHED |
| Object |
Kaufman & Broad
Kaufman & Broad is a major American homebuilding company that grew into a prominent residential construction and real estate development firm.
|
E426567
|
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: Kaufman & Broad | Statement: [Eli Broad, coFounded, Kaufman & Broad]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kaufman & Broad Context triple: [Eli Broad, coFounded, Kaufman & Broad]
-
A.
Broadway Limited
Broadway Limited was a famous luxury passenger train that operated between New York City and Chicago, serving as one of the Pennsylvania Railroad’s premier flagship services.
-
B.
Loew's Inc.
Loew's Inc. was a major American movie theater chain and film company, historically associated with MGM, that became a central target of U.S. antitrust actions to break up vertical integration in the film industry.
-
C.
The Mark Gordon Company
The Mark Gordon Company is an American film and television production company known for producing major Hollywood movies and popular TV series.
-
D.
The Tisch Company
The Tisch Company is a film production company best known for producing the acclaimed 1994 drama "Forrest Gump."
-
E.
Scott Rudin Productions
Scott Rudin Productions is an American film and theater production company known for backing acclaimed independent and prestige projects across cinema and Broadway.
- 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: Kaufman & Broad Triple: [Eli Broad, coFounded, Kaufman & Broad]
Generated description
Kaufman & Broad is a major American homebuilding company that grew into a prominent residential construction and real estate development firm.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kaufman & Broad Target entity description: Kaufman & Broad is a major American homebuilding company that grew into a prominent residential construction and real estate development firm.
-
A.
Broadway Limited
Broadway Limited was a famous luxury passenger train that operated between New York City and Chicago, serving as one of the Pennsylvania Railroad’s premier flagship services.
-
B.
Loew's Inc.
Loew's Inc. was a major American movie theater chain and film company, historically associated with MGM, that became a central target of U.S. antitrust actions to break up vertical integration in the film industry.
-
C.
The Mark Gordon Company
The Mark Gordon Company is an American film and television production company known for producing major Hollywood movies and popular TV series.
-
D.
The Tisch Company
The Tisch Company is a film production company best known for producing the acclaimed 1994 drama "Forrest Gump."
-
E.
Scott Rudin Productions
Scott Rudin Productions is an American film and theater production company known for backing acclaimed independent and prestige projects across cinema and Broadway.
- 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_69b34544be3c819084d1ab82d29f90c5 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3501abb74819086b2f04ac7a5c114 |
completed | March 12, 2026, 11:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5b7ace6c881908e1fbde95a2a3c04 |
completed | March 14, 2026, 7:31 p.m. |
| NEDg | Description generation | batch_69b5b95083088190b0c993fa2fbc954c |
completed | March 14, 2026, 7:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5b9b8afcc8190822cfd560d064590 |
completed | March 14, 2026, 7:40 p.m. |
Created at: March 12, 2026, 11:07 p.m.