Triple

T14592858
Position Surface form Disambiguated ID Type / Status
Subject Back Award E342486 entity
Predicate hasRecipient P108 FINISHED
Object Andrew Cliff
Andrew Cliff is a prominent British geographer and spatial epidemiologist known for his influential work on the geographical analysis of disease and spatial statistics.
E1108955 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: Andrew Cliff | Statement: [Back Award, hasRecipient, Andrew Cliff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andrew Cliff
Context triple: [Back Award, hasRecipient, Andrew Cliff]
  • A. Dennis Lambert
    Dennis Lambert is an American songwriter and record producer known for crafting numerous pop and R&B hits from the 1960s onward.
  • B. Roy Lunn
    Roy Lunn is a character portrayed by actor JJ Feild, likely within a film or television production.
  • C. Anthony Cooke
    Anthony Cooke was a 16th-century English humanist scholar and tutor to Edward VI, noted for his influential role in the Protestant intellectual circles of the Tudor court.
  • D. Colin Blunstone
    Colin Blunstone is an English singer and songwriter best known as the distinctive lead vocalist of the 1960s rock band The Zombies and for his subsequent solo career.
  • E. Errol Christie
    Errol Christie was a British professional boxer and former amateur champion known for captaining the English amateur boxing team and competing as a middleweight in the 1980s.
  • 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: Andrew Cliff
Triple: [Back Award, hasRecipient, Andrew Cliff]
Generated description
Andrew Cliff is a prominent British geographer and spatial epidemiologist known for his influential work on the geographical analysis of disease and spatial statistics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andrew Cliff
Target entity description: Andrew Cliff is a prominent British geographer and spatial epidemiologist known for his influential work on the geographical analysis of disease and spatial statistics.
  • A. Dennis Lambert
    Dennis Lambert is an American songwriter and record producer known for crafting numerous pop and R&B hits from the 1960s onward.
  • B. Roy Lunn
    Roy Lunn is a character portrayed by actor JJ Feild, likely within a film or television production.
  • C. Anthony Cooke
    Anthony Cooke was a 16th-century English humanist scholar and tutor to Edward VI, noted for his influential role in the Protestant intellectual circles of the Tudor court.
  • D. Colin Blunstone
    Colin Blunstone is an English singer and songwriter best known as the distinctive lead vocalist of the 1960s rock band The Zombies and for his subsequent solo career.
  • E. Errol Christie
    Errol Christie was a British professional boxer and former amateur champion known for captaining the English amateur boxing team and competing as a middleweight in the 1980s.
  • 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_69d822ddc0f081909cd8163c7de298cd completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb43480d8819084a707e56da2c237 completed April 14, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd94c60448819098cfab7dd292f0cd completed May 8, 2026, 7:46 a.m.
NEDg Description generation batch_69fd988f734481908ca4960a69fc2b2a completed May 8, 2026, 8:02 a.m.
NED2 Entity disambiguation (via description) batch_69fd9a30a73c8190877d5d0ada2e21ca completed May 8, 2026, 8:09 a.m.
Created at: April 10, 2026, 1:24 a.m.