Triple
T2351032
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ken Loach |
E47447
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Hidden Agenda
Hidden Agenda is a 1990 political thriller film directed by Ken Loach that explores state corruption and covert operations in Northern Ireland.
|
E257870
|
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: Hidden Agenda | Statement: [Ken Loach, notableWork, Hidden Agenda]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hidden Agenda Context triple: [Ken Loach, notableWork, Hidden Agenda]
-
A.
Secretum
Secretum is a semi-autobiographical philosophical dialogue by Francesco Petrarca in which he examines his inner spiritual and moral struggles through a conversation with Saint Augustine.
-
B.
The Spy
"The Spy" is an 1821 historical novel by James Fenimore Cooper set during the American Revolutionary War, often regarded as one of the earliest major works of American fiction.
-
C.
The Masterplan
"The Masterplan" is a 1995 B-side compilation track by British rock band Oasis, widely regarded by fans and critics as one of their finest songs despite initially not appearing on a studio album.
-
D.
Spies
Spies is a German-origin surname most notably associated with August Spies, a prominent 19th-century anarchist and labor activist involved in the Haymarket affair.
-
E.
Spies
Spies is a novel by Michael Frayn that explores childhood memory, secrecy, and the blurred line between imagination and reality in wartime England.
- 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: Hidden Agenda Triple: [Ken Loach, notableWork, Hidden Agenda]
Generated description
Hidden Agenda is a 1990 political thriller film directed by Ken Loach that explores state corruption and covert operations in Northern Ireland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hidden Agenda Target entity description: Hidden Agenda is a 1990 political thriller film directed by Ken Loach that explores state corruption and covert operations in Northern Ireland.
-
A.
Secretum
Secretum is a semi-autobiographical philosophical dialogue by Francesco Petrarca in which he examines his inner spiritual and moral struggles through a conversation with Saint Augustine.
-
B.
The Spy
"The Spy" is an 1821 historical novel by James Fenimore Cooper set during the American Revolutionary War, often regarded as one of the earliest major works of American fiction.
-
C.
The Masterplan
"The Masterplan" is a 1995 B-side compilation track by British rock band Oasis, widely regarded by fans and critics as one of their finest songs despite initially not appearing on a studio album.
-
D.
Spies
Spies is a German-origin surname most notably associated with August Spies, a prominent 19th-century anarchist and labor activist involved in the Haymarket affair.
-
E.
Spies
Spies is a novel by Michael Frayn that explores childhood memory, secrecy, and the blurred line between imagination and reality in wartime England.
- 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_69a88a1b678c8190bce986922ba60ce0 |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abc6f75d888190a2e41edaa532e83f |
completed | March 7, 2026, 6:34 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae962f769881909a7713880eaa9b84 |
completed | March 9, 2026, 9:43 a.m. |
| NEDg | Description generation | batch_69ae96b399608190bfa846c433612142 |
completed | March 9, 2026, 9:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae977e539c81909cef638cc61e5ec1 |
completed | March 9, 2026, 9:48 a.m. |
Created at: March 4, 2026, 7:54 p.m.