Triple

T8030722
Position Surface form Disambiguated ID Type / Status
Subject Will Hutton E186970 entity
Predicate notableWork P4 FINISHED
Object Them and Us
"Them and Us" is a political and economic analysis book by British writer and commentator Will Hutton that examines inequality, fairness, and the need for progressive reform in modern capitalism.
 E706334 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: Them and Us | Statement: [Will Hutton, notableWork, Them and Us]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Them and Us
Context triple: [Will Hutton, notableWork, Them and Us]
  • A. The Story of Us
    "The Story of Us" is a romantic comedy-drama film best known for its portrayal of a long-term marriage in crisis, in which Rita Wilson appears in a supporting role.
  • B. What About Us
    "What About Us" is a politically charged pop song by American singer Pink, known for its anthemic chorus and themes of social injustice and disillusionment.
  • C. What About Us
    "What About Us" is a rhythm and blues song by American vocal group The Coasters, known for its humorous storytelling and distinctive doo-wop style.
  • D. What About Us
    "What About Us" is a 2013 dance-pop single by British-Irish girl group The Saturdays that became one of their biggest chart successes.
  • E. A Place for Us
    A Place for Us is a memoir by Nicholas Gage that recounts his Greek immigrant family's struggles and experiences in America.
  • 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: Them and Us
Triple: [Will Hutton, notableWork, Them and Us]
Generated description
"Them and Us" is a political and economic analysis book by British writer and commentator Will Hutton that examines inequality, fairness, and the need for progressive reform in modern capitalism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Them and Us
Target entity description: "Them and Us" is a political and economic analysis book by British writer and commentator Will Hutton that examines inequality, fairness, and the need for progressive reform in modern capitalism.
  • A. The Story of Us
    "The Story of Us" is a romantic comedy-drama film best known for its portrayal of a long-term marriage in crisis, in which Rita Wilson appears in a supporting role.
  • B. What About Us
    "What About Us" is a politically charged pop song by American singer Pink, known for its anthemic chorus and themes of social injustice and disillusionment.
  • C. What About Us
    "What About Us" is a rhythm and blues song by American vocal group The Coasters, known for its humorous storytelling and distinctive doo-wop style.
  • D. What About Us
    "What About Us" is a 2013 dance-pop single by British-Irish girl group The Saturdays that became one of their biggest chart successes.
  • E. A Place for Us
    A Place for Us is a memoir by Nicholas Gage that recounts his Greek immigrant family's struggles and experiences in America.
  • 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_69ca82ad4e2c8190a693e3c9e30fe66f completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3eef921081908d0ea21f142c175a completed March 31, 2026, 3:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc56e812dc81908916fc7163ae344a completed March 31, 2026, 11:21 p.m.
NEDg Description generation batch_69cc58aac4288190a2be4691fc740171 completed March 31, 2026, 11:28 p.m.
NED2 Entity disambiguation (via description) batch_69cc5cbf8278819085ff32a0494d544e completed March 31, 2026, 11:46 p.m.
Created at: March 30, 2026, 5:22 p.m.