Triple
T4924814
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Houston Aeros |
E110551
|
entity |
| Predicate | owner |
P347
|
FINISHED |
| Object |
Kenneth Schnitzer
Kenneth Schnitzer was a prominent Houston real estate developer and businessman best known for his leadership of Century Development Corporation and ownership of the WHA's Houston Aeros hockey team.
|
E480172
|
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: Kenneth Schnitzer | Statement: [Houston Aeros, owner, Kenneth Schnitzer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kenneth Schnitzer Context triple: [Houston Aeros, owner, Kenneth Schnitzer]
-
A.
Dave Schultz
Dave Schultz is a former NHL left winger best known as the Philadelphia Flyers’ enforcer during the 1970s, embodying the rough, physical style of the “Broad Street Bullies” era.
-
B.
Melvin Shapiro
Melvin Shapiro is a film editor best known for his work on the musical fantasy film "Finian's Rainbow."
-
C.
Rich Kleiman
Rich Kleiman is an American sports agent and entrepreneur best known as Kevin Durant’s longtime business partner and co-founder of the sports and entertainment company Boardroom and the investment firm Thirty Five Ventures.
-
D.
Arnold Schulman
Arnold Schulman was an American screenwriter and playwright known for his work on films such as "Love with the Proper Stranger" and "A Chorus Line."
-
E.
Eugene Kleiner
Eugene Kleiner was a pioneering Silicon Valley engineer and venture capitalist, best known as a co-founder of Fairchild Semiconductor and the influential VC firm Kleiner Perkins.
- 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: Kenneth Schnitzer Triple: [Houston Aeros, owner, Kenneth Schnitzer]
Generated description
Kenneth Schnitzer was a prominent Houston real estate developer and businessman best known for his leadership of Century Development Corporation and ownership of the WHA's Houston Aeros hockey team.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kenneth Schnitzer Target entity description: Kenneth Schnitzer was a prominent Houston real estate developer and businessman best known for his leadership of Century Development Corporation and ownership of the WHA's Houston Aeros hockey team.
-
A.
Dave Schultz
Dave Schultz is a former NHL left winger best known as the Philadelphia Flyers’ enforcer during the 1970s, embodying the rough, physical style of the “Broad Street Bullies” era.
-
B.
Melvin Shapiro
Melvin Shapiro is a film editor best known for his work on the musical fantasy film "Finian's Rainbow."
-
C.
Rich Kleiman
Rich Kleiman is an American sports agent and entrepreneur best known as Kevin Durant’s longtime business partner and co-founder of the sports and entertainment company Boardroom and the investment firm Thirty Five Ventures.
-
D.
Arnold Schulman
Arnold Schulman was an American screenwriter and playwright known for his work on films such as "Love with the Proper Stranger" and "A Chorus Line."
-
E.
Eugene Kleiner
Eugene Kleiner was a pioneering Silicon Valley engineer and venture capitalist, best known as a co-founder of Fairchild Semiconductor and the influential VC firm Kleiner Perkins.
- 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_69bd4413f9908190afcff44d7929cc4c |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6ffeb86c8190a2fabe1ae1d54118 |
completed | March 20, 2026, 4:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be77a6e1648190921487e3d81441b3 |
completed | March 21, 2026, 10:49 a.m. |
| NEDg | Description generation | batch_69be78292a988190ba51886095629b9c |
completed | March 21, 2026, 10:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be7892b34c819095100b14a80d6fa4 |
completed | March 21, 2026, 10:53 a.m. |
Created at: March 20, 2026, 1:30 p.m.