Triple
T1349263
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bourke v. Beshear |
E28843
|
entity |
| Predicate | judge |
P3169
|
FINISHED |
| Object |
John G. Heyburn II
John G. Heyburn II was a United States District Judge for the Western District of Kentucky, known for his rulings on significant constitutional issues including same-sex marriage.
|
E154907
|
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: John G. Heyburn II | Statement: [Bourke v. Beshear, judge, John G. Heyburn II]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John G. Heyburn II Context triple: [Bourke v. Beshear, judge, John G. Heyburn II]
-
A.
William C. Reynolds
William C. Reynolds was a prominent American mechanical engineer and fluid dynamicist known for influential contributions to turbulence and compressible flow research.
-
B.
Delbert D. Black
Delbert D. Black was a United States Navy sailor who became the first senior enlisted advisor to the Chief of Naval Operations, helping to shape the modern role and voice of enlisted personnel in the Navy.
-
C.
Thoroughgood Marshall
Thoroughgood Marshall, better known as Thurgood Marshall, was a pioneering American civil rights lawyer and the first African American justice on the U.S. Supreme Court.
-
D.
Henry B. Steagall
Henry B. Steagall was an American Democratic congressman from Alabama best known for his key role in New Deal–era financial legislation, including coauthoring the landmark Glass–Steagall Act.
-
E.
Governor Frederic T. Greenhalge
Governor Frederic T. Greenhalge was a late 19th-century Republican governor of Massachusetts known for his progressive reforms and for helping to establish Patriots’ Day as a state holiday.
- 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: John G. Heyburn II Triple: [Bourke v. Beshear, judge, John G. Heyburn II]
Generated description
John G. Heyburn II was a United States District Judge for the Western District of Kentucky, known for his rulings on significant constitutional issues including same-sex marriage.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John G. Heyburn II Target entity description: John G. Heyburn II was a United States District Judge for the Western District of Kentucky, known for his rulings on significant constitutional issues including same-sex marriage.
-
A.
William C. Reynolds
William C. Reynolds was a prominent American mechanical engineer and fluid dynamicist known for influential contributions to turbulence and compressible flow research.
-
B.
Delbert D. Black
Delbert D. Black was a United States Navy sailor who became the first senior enlisted advisor to the Chief of Naval Operations, helping to shape the modern role and voice of enlisted personnel in the Navy.
-
C.
Thoroughgood Marshall
Thoroughgood Marshall, better known as Thurgood Marshall, was a pioneering American civil rights lawyer and the first African American justice on the U.S. Supreme Court.
-
D.
Henry B. Steagall
Henry B. Steagall was an American Democratic congressman from Alabama best known for his key role in New Deal–era financial legislation, including coauthoring the landmark Glass–Steagall Act.
-
E.
Governor Frederic T. Greenhalge
Governor Frederic T. Greenhalge was a late 19th-century Republican governor of Massachusetts known for his progressive reforms and for helping to establish Patriots’ Day as a state holiday.
- 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_69a498571d248190a0ac9eb02d97097f |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c268745481908be649526c18e558 |
completed | March 1, 2026, 10:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acc63c3764819094cc02e6e2332a6b |
completed | March 8, 2026, 12:43 a.m. |
| NEDg | Description generation | batch_69acca1b067481909d2ed51a6f1faae6 |
completed | March 8, 2026, 1 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acca84efac8190a8f88e0c86b14a39 |
completed | March 8, 2026, 1:01 a.m. |
Created at: March 1, 2026, 7:56 p.m.