Triple

T252064
Position Surface form Disambiguated ID Type / Status
Subject John Pilger E5169 entity
Predicate notableWork P4 FINISHED
Object Heroes
Heroes is a non-fiction book by journalist John Pilger that critically examines political power, media complicity, and the individuals who resist oppression around the world.
 E32234 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: Heroes | Statement: [John Pilger, notableWork, Heroes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heroes
Context triple: [John Pilger, notableWork, Heroes]
  • A. The People
    "The People" is a politically charged hip-hop track by Common that reflects on social issues, community struggles, and empowerment.
  • B. Guardians
    Guardians are the uniformed service members of the United States Space Force, responsible for conducting and supporting military operations in space.
  • C. Titans
    The Titans are a race of powerful deities in Greek mythology who ruled the cosmos before being overthrown by the Olympian gods.
  • D. Titans
    Titans is a category in Time magazine’s annual list that highlights exceptionally powerful and influential figures who dominate their fields or shape global affairs.
  • E. Superwoman
    "Superwoman" is an empowering R&B ballad by Alicia Keys that celebrates female strength, resilience, and self-worth.
  • 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: Heroes
Triple: [John Pilger, notableWork, Heroes]
Generated description
Heroes is a non-fiction book by journalist John Pilger that critically examines political power, media complicity, and the individuals who resist oppression around the world.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heroes
Target entity description: Heroes is a non-fiction book by journalist John Pilger that critically examines political power, media complicity, and the individuals who resist oppression around the world.
  • A. The People
    "The People" is a politically charged hip-hop track by Common that reflects on social issues, community struggles, and empowerment.
  • B. Guardians
    Guardians are the uniformed service members of the United States Space Force, responsible for conducting and supporting military operations in space.
  • C. Titans
    The Titans are a race of powerful deities in Greek mythology who ruled the cosmos before being overthrown by the Olympian gods.
  • D. Titans
    Titans is a category in Time magazine’s annual list that highlights exceptionally powerful and influential figures who dominate their fields or shape global affairs.
  • E. Superwoman
    "Superwoman" is an empowering R&B ballad by Alicia Keys that celebrates female strength, resilience, and self-worth.
  • 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_69a257c4bf688190a46ebbf411ab7473 completed Feb. 28, 2026, 2:49 a.m.
NER Named-entity recognition batch_69a25d39eb3881909f435043c8697f13 completed Feb. 28, 2026, 3:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69a37374e97c819090a8921d5c27d1ab completed Feb. 28, 2026, 11 p.m.
NEDg Description generation batch_69a37424ca448190aeb43c7922fbd1dd completed Feb. 28, 2026, 11:03 p.m.
NED2 Entity disambiguation (via description) batch_69a3747b0bf481908b197614d9f2d04c completed Feb. 28, 2026, 11:04 p.m.
Created at: Feb. 28, 2026, 2:54 a.m.