Triple

T11825248
Position Surface form Disambiguated ID Type / Status
Subject Sir Michael Barber E281241 entity
Predicate hasWrittenWork P4 FINISHED
Object The Learning Game
The Learning Game is an education-focused book by policy expert Sir Michael Barber that explores how to improve schooling systems and student learning outcomes.
E948526 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: The Learning Game | Statement: [Sir Michael Barber, hasWrittenWork, The Learning Game]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Learning Game
Context triple: [Sir Michael Barber, hasWrittenWork, The Learning Game]
  • A. Our Game
    Our Game is a 1995 espionage novel by John le Carré that follows a retired British intelligence officer entangled in a post–Cold War conspiracy involving his former protégé.
  • B. Dare to Learn
    Dare to Learn is the English-language motto of the University of North Carolina at Wilmington, emphasizing a spirit of curiosity and lifelong learning.
  • C. Values of the Game
    Values of the Game is a reflective book by former U.S. senator and NBA player Bill Bradley that uses basketball stories to explore character, ethics, and life lessons.
  • D. The Power Game
    The Power Game is a British television drama series from the 1960s that focuses on high-stakes political and corporate power struggles.
  • E. The Power Game
    The Power Game is a political book by British Conservative politician and former Chancellor Nigel Lawson, offering an insider’s account of government, economics, and power in late 20th-century Britain.
  • 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: The Learning Game
Triple: [Sir Michael Barber, hasWrittenWork, The Learning Game]
Generated description
The Learning Game is an education-focused book by policy expert Sir Michael Barber that explores how to improve schooling systems and student learning outcomes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Learning Game
Target entity description: The Learning Game is an education-focused book by policy expert Sir Michael Barber that explores how to improve schooling systems and student learning outcomes.
  • A. Our Game
    Our Game is a 1995 espionage novel by John le Carré that follows a retired British intelligence officer entangled in a post–Cold War conspiracy involving his former protégé.
  • B. Dare to Learn
    Dare to Learn is the English-language motto of the University of North Carolina at Wilmington, emphasizing a spirit of curiosity and lifelong learning.
  • C. Values of the Game
    Values of the Game is a reflective book by former U.S. senator and NBA player Bill Bradley that uses basketball stories to explore character, ethics, and life lessons.
  • D. The Power Game
    The Power Game is a British television drama series from the 1960s that focuses on high-stakes political and corporate power struggles.
  • E. The Power Game
    The Power Game is a political book by British Conservative politician and former Chancellor Nigel Lawson, offering an insider’s account of government, economics, and power in late 20th-century Britain.
  • 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_69d6ab276f8c8190b1966a0ef11349ac completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a5eb299481909de3c0e85628fbe4 completed April 10, 2026, 7:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69f132062b108190ad33656c386ee603 completed April 28, 2026, 10:17 p.m.
NEDg Description generation batch_69f14e8ada3481908ec456c41827160c completed April 29, 2026, 12:19 a.m.
NED2 Entity disambiguation (via description) batch_69f1571e4ba08190824db812ffc5f35a completed April 29, 2026, 12:55 a.m.
Created at: April 8, 2026, 9:43 p.m.