Triple

T3996356
Position Surface form Disambiguated ID Type / Status
Subject Lily Allen E87106 entity
Predicate spouse P13 FINISHED
Object Sam Cooper
Sam Cooper is a British builder and decorator best known for his former marriage to singer-songwriter Lily Allen.
E404333 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: Sam Cooper | Statement: [Lily Allen, spouse, Sam Cooper]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sam Cooper
Context triple: [Lily Allen, spouse, Sam Cooper]
  • A. Cecil Cooper
    Cecil Cooper is a former Major League Baseball first baseman and manager, best known for his productive years with the Milwaukee Brewers in the late 1970s and 1980s.
  • B. William Cooper
    William Cooper was an Aboriginal Australian activist and Yorta Yorta elder best known for his pioneering political advocacy for Indigenous rights and justice in the early 20th century.
  • C. William Cooper
    William Cooper was an American land developer and judge best known as the founder of Cooperstown, New York, and the patriarch of the Cooper family that included novelist James Fenimore Cooper.
  • D. Wyn Cooper
    Wyn Cooper is an American poet and songwriter whose poem inspired the lyrics to Sheryl Crow’s hit song “All I Wanna Do.”
  • E. Samuel Cooper
    Samuel Cooper was a senior Confederate general who served as the highest-ranking officer and Adjutant and Inspector General of the Confederate States Army during the American Civil War.
  • 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: Sam Cooper
Triple: [Lily Allen, spouse, Sam Cooper]
Generated description
Sam Cooper is a British builder and decorator best known for his former marriage to singer-songwriter Lily Allen.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sam Cooper
Target entity description: Sam Cooper is a British builder and decorator best known for his former marriage to singer-songwriter Lily Allen.
  • A. Cecil Cooper
    Cecil Cooper is a former Major League Baseball first baseman and manager, best known for his productive years with the Milwaukee Brewers in the late 1970s and 1980s.
  • B. William Cooper
    William Cooper was an Aboriginal Australian activist and Yorta Yorta elder best known for his pioneering political advocacy for Indigenous rights and justice in the early 20th century.
  • C. William Cooper
    William Cooper was an American land developer and judge best known as the founder of Cooperstown, New York, and the patriarch of the Cooper family that included novelist James Fenimore Cooper.
  • D. Wyn Cooper
    Wyn Cooper is an American poet and songwriter whose poem inspired the lyrics to Sheryl Crow’s hit song “All I Wanna Do.”
  • E. Samuel Cooper
    Samuel Cooper was a senior Confederate general who served as the highest-ranking officer and Adjutant and Inspector General of the Confederate States Army during the American Civil War.
  • 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_69aed94118148190975e6aa4e554cde9 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefa2159d88190a01de8b038341916 completed March 9, 2026, 4:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5403f14ec8190a77189c7066676f2 completed March 14, 2026, 11:02 a.m.
NEDg Description generation batch_69b54112e3788190800e295a745c4689 completed March 14, 2026, 11:05 a.m.
NED2 Entity disambiguation (via description) batch_69b541808d548190987ad1538c647664 completed March 14, 2026, 11:07 a.m.
Created at: March 9, 2026, 3:34 p.m.