Triple
T17595276
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Miracle at St. Anna |
E428552
|
entity |
| Predicate | hasCharacter |
P2308
|
FINISHED |
| Object |
Aubrey Stamps
Aubrey Stamps is a central American soldier character in Spike Lee’s World War II drama "Miracle at St. Anna," whose experiences highlight themes of racism, brotherhood, and moral conflict.
|
E1281303
|
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: Aubrey Stamps | Statement: [Miracle at St. Anna, hasCharacter, Aubrey Stamps]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aubrey Stamps Context triple: [Miracle at St. Anna, hasCharacter, Aubrey Stamps]
-
A.
Aubrey Solomon
Aubrey Solomon is a writer best known for contributing to the story of the animated film "Ice Age: Collision Course."
-
B.
Aubrey Wisberg
Aubrey Wisberg was an American screenwriter, producer, and director known for his work on mid-20th-century films, particularly in the adventure and science fiction genres.
-
C.
Aubrey Woods
Aubrey Woods was a British actor best known for his role as Bill the Candy Man in the 1971 film "Willy Wonka & the Chocolate Factory."
-
D.
Aubrey Lee
Aubrey Lee is a television producer best known for serving as an executive producer on the mystery-comedy series "The Afterparty."
-
E.
Aubrey Grange
Aubrey Grange is a person notable enough to be recognized as a bearer of the surname Grange, though specific widely known public details about them are not readily available.
- 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: Aubrey Stamps Triple: [Miracle at St. Anna, hasCharacter, Aubrey Stamps]
Generated description
Aubrey Stamps is a central American soldier character in Spike Lee’s World War II drama "Miracle at St. Anna," whose experiences highlight themes of racism, brotherhood, and moral conflict.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aubrey Stamps Target entity description: Aubrey Stamps is a central American soldier character in Spike Lee’s World War II drama "Miracle at St. Anna," whose experiences highlight themes of racism, brotherhood, and moral conflict.
-
A.
Aubrey Solomon
Aubrey Solomon is a writer best known for contributing to the story of the animated film "Ice Age: Collision Course."
-
B.
Aubrey Wisberg
Aubrey Wisberg was an American screenwriter, producer, and director known for his work on mid-20th-century films, particularly in the adventure and science fiction genres.
-
C.
Aubrey Woods
Aubrey Woods was a British actor best known for his role as Bill the Candy Man in the 1971 film "Willy Wonka & the Chocolate Factory."
-
D.
Aubrey Lee
Aubrey Lee is a television producer best known for serving as an executive producer on the mystery-comedy series "The Afterparty."
-
E.
Aubrey Grange
Aubrey Grange is a person notable enough to be recognized as a bearer of the surname Grange, though specific widely known public details about them are not readily available.
- 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_69d889e1030481909950e140c63255b9 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e469ead59c8190a06519311891af3c |
completed | April 19, 2026, 5:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0216479c1c8190a56dfdc6d96350fc |
completed | May 11, 2026, 5:47 p.m. |
| NEDg | Description generation | batch_6a02197b1d8c81908617e538c798d062 |
completed | May 11, 2026, 6:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0219e90f788190854360394f34f08d |
completed | May 11, 2026, 6:03 p.m. |
Created at: April 10, 2026, 5:51 a.m.