Triple
T18334577
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kindergarten Cop 2 |
E439236
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
David H. Steinberg
David H. Steinberg is an American screenwriter and producer known for his work on comedy and family films, including entries in the American Pie franchise and various studio features.
|
E1453315
|
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: David H. Steinberg | Statement: [Kindergarten Cop 2, screenwriter, David H. Steinberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David H. Steinberg Context triple: [Kindergarten Cop 2, screenwriter, David H. Steinberg]
-
A.
David H. Steinberg
David H. Steinberg is a television writer and producer best known for his work on American sitcoms, including creating the series "3rd Rock from the Sun."
-
B.
William M. Finkelstein
William M. Finkelstein is an American television writer and producer known for his work on acclaimed legal and crime dramas such as L.A. Law and NYPD Blue.
-
C.
Robert G. Goldstein
Robert G. Goldstein is an American business executive best known as the chief executive officer and a leading figure of the global casino and resort company Las Vegas Sands.
-
D.
Larry A. Lebofsky
Larry A. Lebofsky is an American astronomer known for his work in planetary science and the study of ring systems around planets.
-
E.
Milton J. Rosenberg
Milton J. Rosenberg was an American social psychologist and long-time Chicago radio talk show host known for his influential program "Extension 720."
- 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: David H. Steinberg Triple: [Kindergarten Cop 2, screenwriter, David H. Steinberg]
Generated description
David H. Steinberg is an American screenwriter and producer known for his work on comedy and family films, including entries in the American Pie franchise and various studio features.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David H. Steinberg Target entity description: David H. Steinberg is an American screenwriter and producer known for his work on comedy and family films, including entries in the American Pie franchise and various studio features.
-
A.
David H. Steinberg
David H. Steinberg is a television writer and producer best known for his work on American sitcoms, including creating the series "3rd Rock from the Sun."
-
B.
William M. Finkelstein
William M. Finkelstein is an American television writer and producer known for his work on acclaimed legal and crime dramas such as L.A. Law and NYPD Blue.
-
C.
Robert G. Goldstein
Robert G. Goldstein is an American business executive best known as the chief executive officer and a leading figure of the global casino and resort company Las Vegas Sands.
-
D.
Larry A. Lebofsky
Larry A. Lebofsky is an American astronomer known for his work in planetary science and the study of ring systems around planets.
-
E.
Milton J. Rosenberg
Milton J. Rosenberg was an American social psychologist and long-time Chicago radio talk show host known for his influential program "Extension 720."
- 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_69d8b9175fec8190af865699b4e64d8c |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e50ecc91148190aa820fcd466009ce |
completed | April 19, 2026, 5:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a090ae5beb48190a17cd9ea6c0ca0d0 |
completed | May 17, 2026, 12:25 a.m. |
| NEDg | Description generation | batch_6a090bdfa0d481909027f6d7c846a7d6 |
completed | May 17, 2026, 12:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a090c4534b481908079407989ba51f6 |
completed | May 17, 2026, 12:31 a.m. |
Created at: April 10, 2026, 10:36 a.m.