Triple
T4063757
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 8MM |
E86275
|
entity |
| Predicate | starring |
P1507
|
FINISHED |
| Object |
Anthony Heald
Anthony Heald is an American character actor known for his versatile supporting roles in film, television, and theater, including notable appearances in movies like "The Silence of the Lambs" and "8MM."
|
E456892
|
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: Anthony Heald | Statement: [8MM, starring, Anthony Heald]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Anthony Heald Context triple: [8MM, starring, Anthony Heald]
-
A.
James Heald
James Heald was a notable figure significant enough in South African or local colonial history to have the settlement of Healdtown near Fort Beaufort named in his honor.
-
B.
Ray Merrimen
Ray Merrimen is a disciplined, battle-hardened ex-Marine and mastermind leader of a crew of professional bank robbers in the crime film "Den of Thieves."
-
C.
Anthony Hurd
Anthony Hurd was a British Labour politician and agricultural expert who served as Member of Parliament and was later created a life peer.
-
D.
Gordon Heath
Gordon Heath was an American actor, singer, and director known for his work on stage and in film, as well as for his influential career in Europe, particularly in France.
-
E.
John Bluthal
John Bluthal was a Polish-born British actor best known for his comic roles in British television and film, including his memorable performance in the sitcom "The Vicar of Dibley."
- 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: Anthony Heald Triple: [8MM, starring, Anthony Heald]
Generated description
Anthony Heald is an American character actor known for his versatile supporting roles in film, television, and theater, including notable appearances in movies like "The Silence of the Lambs" and "8MM."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Anthony Heald Target entity description: Anthony Heald is an American character actor known for his versatile supporting roles in film, television, and theater, including notable appearances in movies like "The Silence of the Lambs" and "8MM."
-
A.
James Heald
James Heald was a notable figure significant enough in South African or local colonial history to have the settlement of Healdtown near Fort Beaufort named in his honor.
-
B.
Ray Merrimen
Ray Merrimen is a disciplined, battle-hardened ex-Marine and mastermind leader of a crew of professional bank robbers in the crime film "Den of Thieves."
-
C.
Anthony Hurd
Anthony Hurd was a British Labour politician and agricultural expert who served as Member of Parliament and was later created a life peer.
-
D.
Gordon Heath
Gordon Heath was an American actor, singer, and director known for his work on stage and in film, as well as for his influential career in Europe, particularly in France.
-
E.
John Bluthal
John Bluthal was a Polish-born British actor best known for his comic roles in British television and film, including his memorable performance in the sitcom "The Vicar of Dibley."
- 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_69aed93c69208190a4efac0efe3cd69b |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefbd7896c81909c61ed0d910d9c5f |
completed | March 9, 2026, 4:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdf9f26be48190bf21b252a922ca69 |
completed | March 21, 2026, 1:52 a.m. |
| NEDg | Description generation | batch_69bdfba6f8e08190ad6c802ec1cb5ce2 |
completed | March 21, 2026, 2 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdfc6ac91c819090776365d3dc05d4 |
completed | March 21, 2026, 2:03 a.m. |
Created at: March 9, 2026, 3:38 p.m.