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.