Triple
T7231322
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John G. Heyburn II |
E154907
|
entity |
| Predicate | predecessor |
P97
|
FINISHED |
| Object |
Charles M. Allen
Charles M. Allen was a United States federal judge who served on the bench in Kentucky prior to the tenure of Judge John G. Heyburn II.
|
E654792
|
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: Charles M. Allen | Statement: [John G. Heyburn II, predecessor, Charles M. Allen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Charles M. Allen Context triple: [John G. Heyburn II, predecessor, Charles M. Allen]
-
A.
Arland D. Williams Jr.
Arland D. Williams Jr. was an American passenger who became known for his heroic self-sacrifice during the 1982 Air Florida Flight 90 crash in Washington, D.C., repeatedly passing rescue lines to others before drowning.
-
B.
Noland B. Harmon
Noland B. Harmon was an American Methodist bishop known for co-authoring the 1963 “A Call for Unity” statement that criticized civil rights demonstrations in Birmingham, Alabama.
-
C.
William R. Wilkerson
William R. Wilkerson was an American entrepreneur and publisher best known for founding The Hollywood Reporter and initiating the development of the Flamingo Hotel and Casino in Las Vegas.
-
D.
George N. Hollins
George N. Hollins was a 19th-century American naval officer who served as a prominent commander in the Confederate States Navy during the American Civil War.
-
E.
Bobby L. Hill
Bobby L. Hill is an American arts leader best known for co-founding the Studio Museum in Harlem, a pioneering institution dedicated to artists of African descent.
- 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: Charles M. Allen Triple: [John G. Heyburn II, predecessor, Charles M. Allen]
Generated description
Charles M. Allen was a United States federal judge who served on the bench in Kentucky prior to the tenure of Judge John G. Heyburn II.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Charles M. Allen Target entity description: Charles M. Allen was a United States federal judge who served on the bench in Kentucky prior to the tenure of Judge John G. Heyburn II.
-
A.
Arland D. Williams Jr.
Arland D. Williams Jr. was an American passenger who became known for his heroic self-sacrifice during the 1982 Air Florida Flight 90 crash in Washington, D.C., repeatedly passing rescue lines to others before drowning.
-
B.
Noland B. Harmon
Noland B. Harmon was an American Methodist bishop known for co-authoring the 1963 “A Call for Unity” statement that criticized civil rights demonstrations in Birmingham, Alabama.
-
C.
William R. Wilkerson
William R. Wilkerson was an American entrepreneur and publisher best known for founding The Hollywood Reporter and initiating the development of the Flamingo Hotel and Casino in Las Vegas.
-
D.
George N. Hollins
George N. Hollins was a 19th-century American naval officer who served as a prominent commander in the Confederate States Navy during the American Civil War.
-
E.
Bobby L. Hill
Bobby L. Hill is an American arts leader best known for co-founding the Studio Museum in Harlem, a pioneering institution dedicated to artists of African descent.
- 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_69c7e51f35b88190a1d6b12903d93cee |
completed | March 28, 2026, 2:26 p.m. |
| NEDg | Description generation | batch_69c7e6671e2c8190aed42aa673540efa |
completed | March 28, 2026, 2:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7e6cd820881909ef8fd3bc28d2716 |
completed | March 28, 2026, 2:33 p.m. |
Created at: March 27, 2026, 2:54 p.m.