Triple
T20660267
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Byrne |
E507741
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Thomas Byrne
Thomas Byrne is a name shared by several notable individuals, including politicians, athletes, and public figures from English-speaking countries.
|
E1464181
|
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: Thomas Byrne | Statement: [Byrne, hasNotableBearer, Thomas Byrne]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thomas Byrne Context triple: [Byrne, hasNotableBearer, Thomas Byrne]
-
A.
James A. Byrne
James A. Byrne was a U.S. Congressman from Pennsylvania who served in the mid-20th century and was influential enough in public service to have a federal courthouse named in his honor.
-
B.
William O’Leary
William O’Leary is an American actor best known for his role as Marty Taylor on the television sitcom "Home Improvement."
-
C.
John A. Byrne
John A. Byrne is an American business journalist and author best known for his work covering corporate leadership and management, including co-authoring high-profile business books.
-
D.
William O’Brien
William O’Brien is a member of the O’Brien family of Machias, Maine, a family associated with that coastal New England community.
-
E.
William Hardiman
William Hardiman was a co-founder of Arrow Development, an early and influential American amusement ride manufacturing company known for pioneering modern roller coaster and theme park ride design.
- 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: Thomas Byrne Triple: [Byrne, hasNotableBearer, Thomas Byrne]
Generated description
Thomas Byrne is a name shared by several notable individuals, including politicians, athletes, and public figures from English-speaking countries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Thomas Byrne Target entity description: Thomas Byrne is a name shared by several notable individuals, including politicians, athletes, and public figures from English-speaking countries.
-
A.
James A. Byrne
James A. Byrne was a U.S. Congressman from Pennsylvania who served in the mid-20th century and was influential enough in public service to have a federal courthouse named in his honor.
-
B.
William O’Leary
William O’Leary is an American actor best known for his role as Marty Taylor on the television sitcom "Home Improvement."
-
C.
John A. Byrne
John A. Byrne is an American business journalist and author best known for his work covering corporate leadership and management, including co-authoring high-profile business books.
-
D.
William O’Brien
William O’Brien is a member of the O’Brien family of Machias, Maine, a family associated with that coastal New England community.
-
E.
William Hardiman
William Hardiman was a co-founder of Arrow Development, an early and influential American amusement ride manufacturing company known for pioneering modern roller coaster and theme park ride design.
- 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_69e0b4c059bc81908ea762cd73ea4424 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6b2f16adc8190b2b9a69586fa7444 |
completed | April 20, 2026, 11:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09472b348481909bce17b1777d6bfd |
completed | May 17, 2026, 4:42 a.m. |
| NEDg | Description generation | batch_6a09490822ac81909966eb2013ddb837 |
completed | May 17, 2026, 4:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a094a078eb08190857d156dcadf35fc |
completed | May 17, 2026, 4:54 a.m. |
Created at: April 16, 2026, 11:44 a.m.