Triple
T7231321
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John G. Heyburn II |
E154907
|
entity |
| Predicate | successor |
P78
|
FINISHED |
| Object |
Greg N. Stivers
Greg N. Stivers is a United States federal judge serving on the U.S. District Court for the Western District of Kentucky.
|
E652649
|
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: Greg N. Stivers | Statement: [John G. Heyburn II, successor, Greg N. Stivers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Greg N. Stivers Context triple: [John G. Heyburn II, successor, Greg N. Stivers]
-
A.
Christian Chabot
Christian Chabot is an American entrepreneur best known as the co-founder and former CEO of the data visualization software company Tableau.
-
B.
Ron Johnson
Ron Johnson is a charismatic, wisecracking student at Hillman College on the sitcom "A Different World," known for his entrepreneurial schemes and close friendships with other main characters.
-
C.
Tom Foster
Tom Foster was an activist involved in organizing the 1938 National Day of Mourning, a landmark Indigenous protest highlighting injustices against Aboriginal Australians.
-
D.
Michael S. Turner
Michael S. Turner is an American cosmologist and astrophysicist known for pioneering work on dark energy, inflation, and the early universe.
-
E.
Jim Jordan
Jim Jordan was an American radio and voice actor best known as half of the comedy duo Fibber McGee and Molly and for his later work in animated films.
- 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: Greg N. Stivers Triple: [John G. Heyburn II, successor, Greg N. Stivers]
Generated description
Greg N. Stivers is a United States federal judge serving on the U.S. District Court for the Western District of Kentucky.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Greg N. Stivers Target entity description: Greg N. Stivers is a United States federal judge serving on the U.S. District Court for the Western District of Kentucky.
-
A.
Christian Chabot
Christian Chabot is an American entrepreneur best known as the co-founder and former CEO of the data visualization software company Tableau.
-
B.
Ron Johnson
Ron Johnson is a charismatic, wisecracking student at Hillman College on the sitcom "A Different World," known for his entrepreneurial schemes and close friendships with other main characters.
-
C.
Tom Foster
Tom Foster was an activist involved in organizing the 1938 National Day of Mourning, a landmark Indigenous protest highlighting injustices against Aboriginal Australians.
-
D.
Michael S. Turner
Michael S. Turner is an American cosmologist and astrophysicist known for pioneering work on dark energy, inflation, and the early universe.
-
E.
Jim Jordan
Jim Jordan was an American radio and voice actor best known as half of the comedy duo Fibber McGee and Molly and for his later work in animated films.
- 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_69c68811dd1c8190ac460bb39e64e1f0 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6ea0f09648190b285993556f704d5 |
completed | March 27, 2026, 8:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7d388ac40819095698776c7b9878f |
completed | March 28, 2026, 1:11 p.m. |
| NEDg | Description generation | batch_69c7d4069d8c8190bf6810f6e97b111a |
completed | March 28, 2026, 1:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7d46b7fcc819082d37f00f541e2cd |
completed | March 28, 2026, 1:15 p.m. |
Created at: March 27, 2026, 2:54 p.m.