Triple
T9508743
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North Carolina's 5th congressional district |
E229336
|
entity |
| Predicate | previousRepresentative |
P97
|
FINISHED |
| Object |
James T. Broyhill
James T. Broyhill was a long-serving Republican U.S. Congressman from North Carolina who later briefly served in the U.S. Senate.
|
E804224
|
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: James T. Broyhill | Statement: [North Carolina's 5th congressional district, previousRepresentative, James T. Broyhill]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James T. Broyhill Context triple: [North Carolina's 5th congressional district, previousRepresentative, James T. Broyhill]
-
A.
Henry N. Parsley Jr.
Henry N. Parsley Jr. is an American Episcopal bishop known for his leadership in the Episcopal Church and his tenure guiding the Diocese of Alabama.
-
B.
Philip M. Landrum
Philip M. Landrum was an American congressman from Georgia best known as a co-author of the Labor-Management Reporting and Disclosure Act of 1959 (the Landrum–Griffin Act), which regulated labor unions and their internal affairs.
-
C.
Roy D. Bridges Jr.
Roy D. Bridges Jr. is a former NASA astronaut and U.S. Air Force officer who flew on the Space Shuttle Challenger and later served as director of NASA’s Kennedy Space Center.
-
D.
James D. Hargrove
James D. Hargrove is a songwriter best known for his work on the song "Over and Over."
-
E.
Hugh Hamrick
Hugh Hamrick is an American painter and set designer best known as the longtime partner of humorist and author David Sedaris, frequently appearing in Sedaris’s autobiographical essays.
- 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: James T. Broyhill Triple: [North Carolina's 5th congressional district, previousRepresentative, James T. Broyhill]
Generated description
James T. Broyhill was a long-serving Republican U.S. Congressman from North Carolina who later briefly served in the U.S. Senate.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James T. Broyhill Target entity description: James T. Broyhill was a long-serving Republican U.S. Congressman from North Carolina who later briefly served in the U.S. Senate.
-
A.
Henry N. Parsley Jr.
Henry N. Parsley Jr. is an American Episcopal bishop known for his leadership in the Episcopal Church and his tenure guiding the Diocese of Alabama.
-
B.
Philip M. Landrum
Philip M. Landrum was an American congressman from Georgia best known as a co-author of the Labor-Management Reporting and Disclosure Act of 1959 (the Landrum–Griffin Act), which regulated labor unions and their internal affairs.
-
C.
Roy D. Bridges Jr.
Roy D. Bridges Jr. is a former NASA astronaut and U.S. Air Force officer who flew on the Space Shuttle Challenger and later served as director of NASA’s Kennedy Space Center.
-
D.
James D. Hargrove
James D. Hargrove is a songwriter best known for his work on the song "Over and Over."
-
E.
Hugh Hamrick
Hugh Hamrick is an American painter and set designer best known as the longtime partner of humorist and author David Sedaris, frequently appearing in Sedaris’s autobiographical essays.
- 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_69ca847611c48190a28c028644198c75 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9855c5e48190a7d8d39b6d601679 |
completed | April 1, 2026, 10:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d13a2b34948190826b1f58258a4f54 |
completed | April 4, 2026, 4:19 p.m. |
| NEDg | Description generation | batch_69d13bc8ce4081909a58db4014f2748d |
completed | April 4, 2026, 4:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d13c58beb08190ab41485bc7dd9b6d |
completed | April 4, 2026, 4:29 p.m. |
Created at: March 30, 2026, 7:58 p.m.