Triple
T16228891
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stone Cold |
E393927
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Michael L. Grace
Michael L. Grace is a screenwriter best known for his work on the action film "Stone Cold."
|
E1334637
|
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: Michael L. Grace | Statement: [Stone Cold, screenwriter, Michael L. Grace]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michael L. Grace Context triple: [Stone Cold, screenwriter, Michael L. Grace]
-
A.
Stephen P. Graham
Stephen P. Graham is a distinguished member of the prominent Graham family, recognized for his professional achievements and public prominence.
-
B.
Michael J. Weithorn
Michael J. Weithorn is an American television writer and producer best known for creating and working on several sitcoms, including "Ned and Stacey" and "The King of Queens."
-
C.
David E. Talbert
David E. Talbert is an American playwright, author, and filmmaker known for his romantic comedies and stage-to-screen adaptations.
-
D.
Michael V. Martin
Michael V. Martin is an American academic leader and agricultural economist who has served as president or chancellor at multiple universities, including Florida Gulf Coast University and Louisiana State University.
-
E.
Michael L. Gernhardt
Michael L. Gernhardt is a NASA astronaut, engineer, and former commercial deep-sea diver who has flown on multiple Space Shuttle missions and contributed extensively to spacewalk and life-support system development.
- 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: Michael L. Grace Triple: [Stone Cold, screenwriter, Michael L. Grace]
Generated description
Michael L. Grace is a screenwriter best known for his work on the action film "Stone Cold."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michael L. Grace Target entity description: Michael L. Grace is a screenwriter best known for his work on the action film "Stone Cold."
-
A.
Stephen P. Graham
Stephen P. Graham is a distinguished member of the prominent Graham family, recognized for his professional achievements and public prominence.
-
B.
Michael J. Weithorn
Michael J. Weithorn is an American television writer and producer best known for creating and working on several sitcoms, including "Ned and Stacey" and "The King of Queens."
-
C.
David E. Talbert
David E. Talbert is an American playwright, author, and filmmaker known for his romantic comedies and stage-to-screen adaptations.
-
D.
Michael V. Martin
Michael V. Martin is an American academic leader and agricultural economist who has served as president or chancellor at multiple universities, including Florida Gulf Coast University and Louisiana State University.
-
E.
Michael L. Gernhardt
Michael L. Gernhardt is a NASA astronaut, engineer, and former commercial deep-sea diver who has flown on multiple Space Shuttle missions and contributed extensively to spacewalk and life-support system development.
- 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_69d87f204df88190a8f88923decf9835 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e23d2889688190ac04e4e9479cabf4 |
completed | April 17, 2026, 2:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a050d5b83cc8190ba333d90973335a9 |
completed | May 13, 2026, 11:46 p.m. |
| NEDg | Description generation | batch_6a050efd8fe8819094f7a7a1a5edf4c5 |
completed | May 13, 2026, 11:53 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a050f66fd6c8190a7e5750f214018b4 |
completed | May 13, 2026, 11:55 p.m. |
Created at: April 10, 2026, 5:03 a.m.