Triple
T3975683
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kathie Lee Gifford |
E85635
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Paul Johnson
Paul Johnson is a composer and Christian music producer best known as the first husband and former musical collaborator of television personality Kathie Lee Gifford.
|
E405073
|
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: Paul Johnson | Statement: [Kathie Lee Gifford, spouse, Paul Johnson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Paul Johnson Context triple: [Kathie Lee Gifford, spouse, Paul Johnson]
-
A.
Matthew Parris
Matthew Parris is a British political commentator, columnist, and former Conservative MP known for his incisive and often witty analysis of UK politics.
-
B.
Perry Anderson
Perry Anderson is a British historian and essayist known for his influential Marxist analyses of Western society, politics, and intellectual history, particularly through his long association with the New Left Review.
-
C.
Hugh Trevor-Roper
Hugh Trevor-Roper was a prominent 20th-century British historian and Oxford professor best known for his works on early modern Europe and Nazi Germany, including his influential study "The Last Days of Hitler."
-
D.
Nicholas Goodrick-Clarke
Nicholas Goodrick-Clarke was a British historian and scholar renowned for his influential research on Western esotericism, occultism, and their intersections with modern political ideologies.
-
E.
Herbert Butterfield
Herbert Butterfield was a British historian and philosopher of history best known for his influential critique of teleological, progress-focused narratives in historical writing.
- 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: Paul Johnson Triple: [Kathie Lee Gifford, spouse, Paul Johnson]
Generated description
Paul Johnson is a composer and Christian music producer best known as the first husband and former musical collaborator of television personality Kathie Lee Gifford.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Paul Johnson Target entity description: Paul Johnson is a composer and Christian music producer best known as the first husband and former musical collaborator of television personality Kathie Lee Gifford.
-
A.
Matthew Parris
Matthew Parris is a British political commentator, columnist, and former Conservative MP known for his incisive and often witty analysis of UK politics.
-
B.
Perry Anderson
Perry Anderson is a British historian and essayist known for his influential Marxist analyses of Western society, politics, and intellectual history, particularly through his long association with the New Left Review.
-
C.
Hugh Trevor-Roper
Hugh Trevor-Roper was a prominent 20th-century British historian and Oxford professor best known for his works on early modern Europe and Nazi Germany, including his influential study "The Last Days of Hitler."
-
D.
Nicholas Goodrick-Clarke
Nicholas Goodrick-Clarke was a British historian and scholar renowned for his influential research on Western esotericism, occultism, and their intersections with modern political ideologies.
-
E.
Herbert Butterfield
Herbert Butterfield was a British historian and philosopher of history best known for his influential critique of teleological, progress-focused narratives in historical writing.
- 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_69aed93908348190a26c8aaf4fab3e86 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aef9b6d8008190822fceabe6542b3d |
completed | March 9, 2026, 4:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5401712188190aa6144dc1d5dcab6 |
completed | March 14, 2026, 11:01 a.m. |
| NEDg | Description generation | batch_69b54411546481908627a8b3ce7a433a |
completed | March 14, 2026, 11:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b544a02d5c8190a76a074cc7e98cc5 |
completed | March 14, 2026, 11:21 a.m. |
Created at: March 9, 2026, 3:33 p.m.