Triple
T5353402
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Batman Forever |
E102630
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Lee Batchler
Lee Batchler is an American screenwriter best known for co-writing major studio films such as the superhero movie "Batman Forever."
|
E521556
|
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: Lee Batchler | Statement: [Batman Forever, screenwriter, Lee Batchler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lee Batchler Context triple: [Batman Forever, screenwriter, Lee Batchler]
-
A.
Lee Richards
Lee Richards is a guitarist best known for being an early member of the American rock band Godsmack.
-
B.
Guy Bensley
Guy Bensley is a film editor best known for his work on the comedy spy film "Johnny English Reborn."
-
C.
Alec Busch
Alec Busch is an individual notable enough to be recognized as a bearer of the surname Busch, though specific widely known public details about him are not readily available.
-
D.
Jon Plowman
Jon Plowman is a British television producer best known for his influential work on BBC comedies, including series such as Absolutely Fabulous and The Office.
-
E.
Sam McCandlish
Sam McCandlish is a machine learning researcher known for his work on large-scale language models and contributions to influential AI research at OpenAI.
- 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: Lee Batchler Triple: [Batman Forever, screenwriter, Lee Batchler]
Generated description
Lee Batchler is an American screenwriter best known for co-writing major studio films such as the superhero movie "Batman Forever."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lee Batchler Target entity description: Lee Batchler is an American screenwriter best known for co-writing major studio films such as the superhero movie "Batman Forever."
-
A.
Lee Richards
Lee Richards is a guitarist best known for being an early member of the American rock band Godsmack.
-
B.
Guy Bensley
Guy Bensley is a film editor best known for his work on the comedy spy film "Johnny English Reborn."
-
C.
Alec Busch
Alec Busch is an individual notable enough to be recognized as a bearer of the surname Busch, though specific widely known public details about him are not readily available.
-
D.
Jon Plowman
Jon Plowman is a British television producer best known for his influential work on BBC comedies, including series such as Absolutely Fabulous and The Office.
-
E.
Sam McCandlish
Sam McCandlish is a machine learning researcher known for his work on large-scale language models and contributions to influential AI research at OpenAI.
- 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_69bd43d8f7248190b64c140734b5c9a8 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd86149774819084049a8785e3f2e0 |
completed | March 20, 2026, 5:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf411955e8819082648e9a86fbaf7c |
completed | March 22, 2026, 1:08 a.m. |
| NEDg | Description generation | batch_69bf43db7fa48190b58fe5a5d7509cb8 |
completed | March 22, 2026, 1:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf4475e86481909de41b6fa7959c8f |
completed | March 22, 2026, 1:23 a.m. |
Created at: March 20, 2026, 2:01 p.m.