Triple
T524101
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Testify |
E10879
|
entity |
| Predicate | hasMusicVideoDirector |
P4911
|
FINISHED |
| Object |
Michael Moore
Michael Moore is an American documentary filmmaker and author known for his provocative, politically charged films critiquing social and economic issues in the United States.
|
E65198
|
NE FINISHED |
How this triple was built (5 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 Moore | Statement: [Testify, hasMusicVideoDirector, Michael Moore]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michael Moore Context triple: [Testify, hasMusicVideoDirector, Michael Moore]
-
A.
Spike Lee
Spike Lee is an influential American film director, producer, writer, and actor known for his provocative, socially conscious movies exploring race, politics, and urban life.
-
B.
Sam Pilger
Sam Pilger is a British sports journalist and writer known for his coverage of football and contributions to major publications.
-
C.
Albert Brooks
Albert Brooks is an American actor, comedian, writer, and director known for his neurotic, satirical humor and films such as "Defending Your Life" and "Lost in America."
-
D.
Ken Loach
Ken Loach is a renowned British film director known for his socially conscious, realist dramas that focus on working-class life and political issues.
-
E.
Eugene Borowitz
Eugene Borowitz was a prominent American Reform Jewish theologian and ethicist known for shaping contemporary Jewish thought, especially through his work on covenant theology and modern Jewish ethics.
- 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 Moore Triple: [Testify, hasMusicVideoDirector, Michael Moore]
Generated description
Michael Moore is an American documentary filmmaker and author known for his provocative, politically charged films critiquing social and economic issues in the United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michael Moore Target entity description: Michael Moore is an American documentary filmmaker and author known for his provocative, politically charged films critiquing social and economic issues in the United States.
-
A.
Spike Lee
Spike Lee is an influential American film director, producer, writer, and actor known for his provocative, socially conscious movies exploring race, politics, and urban life.
-
B.
Sam Pilger
Sam Pilger is a British sports journalist and writer known for his coverage of football and contributions to major publications.
-
C.
Albert Brooks
Albert Brooks is an American actor, comedian, writer, and director known for his neurotic, satirical humor and films such as "Defending Your Life" and "Lost in America."
-
D.
Ken Loach
Ken Loach is a renowned British film director known for his socially conscious, realist dramas that focus on working-class life and political issues.
-
E.
Eugene Borowitz
Eugene Borowitz was a prominent American Reform Jewish theologian and ethicist known for shaping contemporary Jewish thought, especially through his work on covenant theology and modern Jewish ethics.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasMusicVideoDirector Context triple: [Testify, hasMusicVideoDirector, Michael Moore]
-
A.
musicVideoDirector
chosen
Indicates that one entity is the director responsible for creating or overseeing the production of the other entity, which is a music video.
-
B.
hasMusicDirector
Indicates that an entity (such as a film, show, or production) is associated with a specific person who served as its music director.
-
C.
hasMusicVideo
Indicates that a piece of media (typically a song) is associated with or accompanied by a music video.
-
D.
director
Indicates that one entity serves as the director (creative or managerial leader) of another entity, such as a film, organization, or project.
-
E.
notableDirector
Indicates that a person has directed a work (such as a film or show) in a way that is recognized as significant or distinguished.
- F. None of above.
Provenance (6 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_69a2e84b16c4819088d284c47c3a7968 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2f1b656c08190b387f21b06d99e68 |
completed | Feb. 28, 2026, 1:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4ab224e008190b233b04b0a432b83 |
completed | March 1, 2026, 9:09 p.m. |
| NEDg | Description generation | batch_69a4ab94bd988190a91a592622a9d77f |
completed | March 1, 2026, 9:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4ac04fb78819093c85d04b90cc8cb |
completed | March 1, 2026, 9:13 p.m. |
| PD | Predicate disambiguation | batch_69a2f018129c81909494450fcba71b59 |
completed | Feb. 28, 2026, 1:39 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.