Triple

T8708224
Position Surface form Disambiguated ID Type / Status
Subject Timescape E206704 entity
Predicate hasCharacter P2308 FINISHED
Object John Renfrew
John Renfrew is a central character in Gregory Benford’s science fiction novel "Timescape," involved in the story’s exploration of time communication and environmental catastrophe.
E753579 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: John Renfrew | Statement: [Timescape, hasCharacter, John Renfrew]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Renfrew
Context triple: [Timescape, hasCharacter, John Renfrew]
  • A. Arthur Evans
    Arthur Evans was a British archaeologist best known for excavating the Minoan palace at Knossos and pioneering the study of Aegean Bronze Age civilizations.
  • B. Vere Gordon Childe
    Vere Gordon Childe was an influential Australian archaeologist and prehistorian best known for his theories on the Neolithic and Urban Revolutions and his excavations of key prehistoric sites in Europe.
  • C. Alistair C. Crombie
    Alistair C. Crombie was a prominent historian of science known for his influential work on the development of scientific thought in Western culture.
  • D. John Chadwick
    John Chadwick was a British linguist and classical scholar best known for helping to decipher the ancient Mycenaean Greek script known as Linear B.
  • E. Colin Turnbull
    Colin Turnbull was a British anthropologist and writer best known for his influential ethnographic works on African societies, such as "The Forest People" and "The Mountain People."
  • 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: John Renfrew
Triple: [Timescape, hasCharacter, John Renfrew]
Generated description
John Renfrew is a central character in Gregory Benford’s science fiction novel "Timescape," involved in the story’s exploration of time communication and environmental catastrophe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Renfrew
Target entity description: John Renfrew is a central character in Gregory Benford’s science fiction novel "Timescape," involved in the story’s exploration of time communication and environmental catastrophe.
  • A. Arthur Evans
    Arthur Evans was a British archaeologist best known for excavating the Minoan palace at Knossos and pioneering the study of Aegean Bronze Age civilizations.
  • B. Vere Gordon Childe
    Vere Gordon Childe was an influential Australian archaeologist and prehistorian best known for his theories on the Neolithic and Urban Revolutions and his excavations of key prehistoric sites in Europe.
  • C. Alistair C. Crombie
    Alistair C. Crombie was a prominent historian of science known for his influential work on the development of scientific thought in Western culture.
  • D. John Chadwick
    John Chadwick was a British linguist and classical scholar best known for helping to decipher the ancient Mycenaean Greek script known as Linear B.
  • E. Colin Turnbull
    Colin Turnbull was a British anthropologist and writer best known for his influential ethnographic works on African societies, such as "The Forest People" and "The Mountain People."
  • 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_69ca835645e881908f00e3c8b51da81d completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc58ffa6a481908866b6239d1d9b92 completed March 31, 2026, 11:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf28b78e90819098ab1d4877ab88fe completed April 3, 2026, 2:40 a.m.
NEDg Description generation batch_69cf2bd14c3c8190b43840ee57cca22c completed April 3, 2026, 2:54 a.m.
NED2 Entity disambiguation (via description) batch_69cf2cb3c4308190971fb3d25064f205 completed April 3, 2026, 2:57 a.m.
Created at: March 30, 2026, 6:35 p.m.