Triple
T520396
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David Cameron |
E10801
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Samantha Cameron
Samantha Cameron is a British businesswoman and former creative director of the fashion brand Smythson, best known as the wife of former UK Prime Minister David Cameron.
|
E65680
|
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: Samantha Cameron | Statement: [David Cameron, spouse, Samantha Cameron]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Samantha Cameron Context triple: [David Cameron, spouse, Samantha Cameron]
-
A.
Hope Hicks
Hope Hicks is an American public relations executive and political advisor best known for serving as White House Communications Director and a close aide to Donald Trump.
-
B.
Leah Ashley
Leah Ashley is a fashion and lifestyle expert best known as a co-host and style contributor on the daytime talk show FABLife.
-
C.
Mary Quinn Sullivan
Mary Quinn Sullivan was an American art collector and patron who played a key role in the early promotion and institutional support of modern art in the United States.
-
D.
Melania Trump
Melania Trump is a Slovenian-American former fashion model who served as First Lady of the United States from 2017 to 2021.
-
E.
Chelsea Clinton
Chelsea Clinton is an American writer and global health advocate, best known as the daughter of former U.S. President Bill Clinton and former Secretary of State Hillary Clinton.
- 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: Samantha Cameron Triple: [David Cameron, spouse, Samantha Cameron]
Generated description
Samantha Cameron is a British businesswoman and former creative director of the fashion brand Smythson, best known as the wife of former UK Prime Minister David Cameron.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Samantha Cameron Target entity description: Samantha Cameron is a British businesswoman and former creative director of the fashion brand Smythson, best known as the wife of former UK Prime Minister David Cameron.
-
A.
Hope Hicks
Hope Hicks is an American public relations executive and political advisor best known for serving as White House Communications Director and a close aide to Donald Trump.
-
B.
Leah Ashley
Leah Ashley is a fashion and lifestyle expert best known as a co-host and style contributor on the daytime talk show FABLife.
-
C.
Mary Quinn Sullivan
Mary Quinn Sullivan was an American art collector and patron who played a key role in the early promotion and institutional support of modern art in the United States.
-
D.
Melania Trump
Melania Trump is a Slovenian-American former fashion model who served as First Lady of the United States from 2017 to 2021.
-
E.
Chelsea Clinton
Chelsea Clinton is an American writer and global health advocate, best known as the daughter of former U.S. President Bill Clinton and former Secretary of State Hillary Clinton.
- 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_69a2e84b16c4819088d284c47c3a7968 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2f1a00a6c8190a62dc7c901c2f2ff |
completed | Feb. 28, 2026, 1:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4b23dca0c8190b240bb7c9fb8b799 |
completed | March 1, 2026, 9:40 p.m. |
| NEDg | Description generation | batch_69a4b30e28b08190994811d66a091d6b |
completed | March 1, 2026, 9:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4b384035c8190b7408b2232626d19 |
completed | March 1, 2026, 9:45 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.