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.