Triple
T2831702
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rambo III |
E62251
|
entity |
| Predicate | writer |
P1360
|
FINISHED |
| Object |
Sheldon Lettich
Sheldon Lettich is an American screenwriter and film director best known for his work on action films, including collaborations with Jean-Claude Van Damme and co-writing major Hollywood projects.
|
E407589
|
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: Sheldon Lettich | Statement: [Rambo III, writer, Sheldon Lettich]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sheldon Lettich Context triple: [Rambo III, writer, Sheldon Lettich]
-
A.
Fred M. Wilcox
Fred M. Wilcox was an American film director best known for the science fiction classic "Forbidden Planet" and the family film "Lassie Come Home."
-
B.
Frank P. Keller
Frank P. Keller is a film editor best known for his Academy Award-winning work on the 1968 action film "Bullitt."
-
C.
Sheldon Luce
Sheldon Luce is a member of the Luce family, known primarily as the child of Elizabeth Root Luce.
-
D.
Robert N. Fitch
Robert N. Fitch was a composer best known for writing the University of California fight song "Fight for California."
-
E.
William M. Hartmann
William M. Hartmann is an American physicist and psychoacoustician known for his influential research on auditory perception and acoustics.
- 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: Sheldon Lettich Triple: [Rambo III, writer, Sheldon Lettich]
Generated description
Sheldon Lettich is an American screenwriter and film director best known for his work on action films, including collaborations with Jean-Claude Van Damme and co-writing major Hollywood projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sheldon Lettich Target entity description: Sheldon Lettich is an American screenwriter and film director best known for his work on action films, including collaborations with Jean-Claude Van Damme and co-writing major Hollywood projects.
-
A.
Fred M. Wilcox
Fred M. Wilcox was an American film director best known for the science fiction classic "Forbidden Planet" and the family film "Lassie Come Home."
-
B.
Frank P. Keller
Frank P. Keller is a film editor best known for his Academy Award-winning work on the 1968 action film "Bullitt."
-
C.
Sheldon Luce
Sheldon Luce is a member of the Luce family, known primarily as the child of Elizabeth Root Luce.
-
D.
Robert N. Fitch
Robert N. Fitch was a composer best known for writing the University of California fight song "Fight for California."
-
E.
William M. Hartmann
William M. Hartmann is an American physicist and psychoacoustician known for his influential research on auditory perception and acoustics.
- 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_69ab4c3c39188190955b9c49d98463d8 |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abdebe95188190bf65fb4cd88e2ec5 |
completed | March 7, 2026, 8:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b54c16c05481908f451b492ca9f47f |
completed | March 14, 2026, 11:52 a.m. |
| NEDg | Description generation | batch_69b54fd243888190aba6b39d20608f69 |
completed | March 14, 2026, 12:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5502f28808190af903cfc81f99d61 |
completed | March 14, 2026, 12:10 p.m. |
Created at: March 6, 2026, 10:01 p.m.