Triple
T1495810
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James F. Byrnes |
E29683
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Byrnes
Byrnes is a surname of Irish origin borne by various notable individuals, including American politician and statesman James F. Byrnes.
|
E170529
|
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: Byrnes | Statement: [James F. Byrnes, familyName, Byrnes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Byrnes Context triple: [James F. Byrnes, familyName, Byrnes]
-
A.
Byrns
Byrns is a surname most notably associated with Joseph W. Byrns, a prominent early 20th-century American politician and Speaker of the U.S. House of Representatives.
-
B.
Maynard
Maynard is the middle name of the influential British economist John Maynard Keynes, a key figure in modern macroeconomic theory.
-
C.
Bradley
Bradley is the given first name of Brad Stevens, an American professional basketball executive and former head coach of the Boston Celtics.
-
D.
Bradley
Bradley is a common English surname borne by numerous notable individuals across sports, politics, entertainment, and other fields.
-
E.
Bradley
Bradley is a locality in England historically associated with the life and death of the pioneering ironmaster John Wilkinson.
- 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: Byrnes Triple: [James F. Byrnes, familyName, Byrnes]
Generated description
Byrnes is a surname of Irish origin borne by various notable individuals, including American politician and statesman James F. Byrnes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Byrnes Target entity description: Byrnes is a surname of Irish origin borne by various notable individuals, including American politician and statesman James F. Byrnes.
-
A.
Byrns
Byrns is a surname most notably associated with Joseph W. Byrns, a prominent early 20th-century American politician and Speaker of the U.S. House of Representatives.
-
B.
Maynard
Maynard is the middle name of the influential British economist John Maynard Keynes, a key figure in modern macroeconomic theory.
-
C.
Bradley
Bradley is the given first name of Brad Stevens, an American professional basketball executive and former head coach of the Boston Celtics.
-
D.
Bradley
Bradley is a common English surname borne by numerous notable individuals across sports, politics, entertainment, and other fields.
-
E.
Bradley
Bradley is a locality in England historically associated with the life and death of the pioneering ironmaster John Wilkinson.
- 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_69a498dba1d8819093b46a3a8d2485f1 |
completed | March 1, 2026, 7:51 p.m. |
| NER | Named-entity recognition | batch_69a4c6ec70c48190a94f6e1002848eae |
completed | March 1, 2026, 11:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad1cadb50481908788b5710f6012db |
completed | March 8, 2026, 6:52 a.m. |
| NEDg | Description generation | batch_69ad1deb982481908f542c233c9352ab |
completed | March 8, 2026, 6:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad1e79aecc8190a4c7d0f30fdc7e63 |
completed | March 8, 2026, 7 a.m. |
Created at: March 1, 2026, 8:12 p.m.