Triple
T7830105
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Everything Changes |
E181343
|
entity |
| Predicate | writer |
P1360
|
FINISHED |
| Object |
Eliot Kennedy
Eliot Kennedy is a British songwriter and record producer known for his work with major pop acts such as the Spice Girls, Take That, and Bryan Adams.
|
E699199
|
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: Eliot Kennedy | Statement: [Everything Changes, writer, Eliot Kennedy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Eliot Kennedy Context triple: [Everything Changes, writer, Eliot Kennedy]
-
A.
T. S. Kennedy
T. S. Kennedy was a 19th-century mountaineer known for participating in pioneering ascents in the Alps, including the first ascent of Dent Blanche.
-
B.
Douglas Harriman Kennedy
Douglas Harriman Kennedy is an American journalist and a member of the Kennedy political family, known for his work as a correspondent for Fox News.
-
C.
Walter Kennedy
Walter Kennedy was a Scottish makar (poet) of the late 15th and early 16th centuries, best known for his participation in the famous poetic contest with William Dunbar.
-
D.
George Pardee
George Pardee was an American physician and Progressive-era politician who served as the 21st governor of California from 1903 to 1907.
-
E.
Theodore St. John
Theodore St. John was an American screenwriter best known for co-writing the Academy Award-winning circus drama film "The Greatest Show on Earth" (1952).
- 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: Eliot Kennedy Triple: [Everything Changes, writer, Eliot Kennedy]
Generated description
Eliot Kennedy is a British songwriter and record producer known for his work with major pop acts such as the Spice Girls, Take That, and Bryan Adams.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Eliot Kennedy Target entity description: Eliot Kennedy is a British songwriter and record producer known for his work with major pop acts such as the Spice Girls, Take That, and Bryan Adams.
-
A.
T. S. Kennedy
T. S. Kennedy was a 19th-century mountaineer known for participating in pioneering ascents in the Alps, including the first ascent of Dent Blanche.
-
B.
Douglas Harriman Kennedy
Douglas Harriman Kennedy is an American journalist and a member of the Kennedy political family, known for his work as a correspondent for Fox News.
-
C.
Walter Kennedy
Walter Kennedy was a Scottish makar (poet) of the late 15th and early 16th centuries, best known for his participation in the famous poetic contest with William Dunbar.
-
D.
George Pardee
George Pardee was an American physician and Progressive-era politician who served as the 21st governor of California from 1903 to 1907.
-
E.
Theodore St. John
Theodore St. John was an American screenwriter best known for co-writing the Academy Award-winning circus drama film "The Greatest Show on Earth" (1952).
- 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_69ca8282ccec819083c48efb72d21cf9 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb04ac013c81909533fa348776f50c |
completed | March 30, 2026, 11:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5a854fac8190802599615a0f7bc4 |
completed | March 31, 2026, 5:24 a.m. |
| NEDg | Description generation | batch_69cb762ce6208190a24438e26ae83785 |
completed | March 31, 2026, 7:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cbb615dc248190b57b4fc7c430517f |
completed | March 31, 2026, 11:55 a.m. |
Created at: March 30, 2026, 4:44 p.m.