Triple
T10134498
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Harlingen, Texas |
E226821
|
entity |
| Predicate | namedFor |
P63
|
FINISHED |
| Object |
James H. Harlingen
James H. Harlingen was the individual after whom the city of Harlingen, Texas, was named, likely a prominent early figure or benefactor associated with the area's founding or development.
|
E976782
|
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 H. Harlingen | Statement: [Harlingen, Texas, namedFor, James H. Harlingen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James H. Harlingen Context triple: [Harlingen, Texas, namedFor, James H. Harlingen]
-
A.
Charles R. Boling
Charles R. Boling was a prominent supporter and benefactor of the University of Tennessee whose contributions led to the major campus venue Thompson–Boling Arena bearing his name.
-
B.
Harry M. Wegeforth
Harry M. Wegeforth was an American physician and civic leader best known for establishing and guiding the early development of the San Diego Zoo into a major zoological institution.
-
C.
Charles S. Hamlin
Charles S. Hamlin was an American lawyer and public official who became the first chairman of the Federal Reserve Board, helping to establish the early framework of U.S. central banking policy.
-
D.
Robert W. Hunt
Robert W. Hunt was an American engineer and industrialist known for his influential role in the development of the U.S. mining and metallurgical industries and leadership in professional engineering organizations.
-
E.
James D. Henry
James D. Henry was an American militia officer best known for leading U.S. forces against Black Hawk’s band during the Black Hawk War of 1832.
- 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 H. Harlingen Triple: [Harlingen, Texas, namedFor, James H. Harlingen]
Generated description
James H. Harlingen was the individual after whom the city of Harlingen, Texas, was named, likely a prominent early figure or benefactor associated with the area's founding or development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James H. Harlingen Target entity description: James H. Harlingen was the individual after whom the city of Harlingen, Texas, was named, likely a prominent early figure or benefactor associated with the area's founding or development.
-
A.
Charles R. Boling
Charles R. Boling was a prominent supporter and benefactor of the University of Tennessee whose contributions led to the major campus venue Thompson–Boling Arena bearing his name.
-
B.
Harry M. Wegeforth
Harry M. Wegeforth was an American physician and civic leader best known for establishing and guiding the early development of the San Diego Zoo into a major zoological institution.
-
C.
Charles S. Hamlin
Charles S. Hamlin was an American lawyer and public official who became the first chairman of the Federal Reserve Board, helping to establish the early framework of U.S. central banking policy.
-
D.
Robert W. Hunt
Robert W. Hunt was an American engineer and industrialist known for his influential role in the development of the U.S. mining and metallurgical industries and leadership in professional engineering organizations.
-
E.
James D. Henry
James D. Henry was an American militia officer best known for leading U.S. forces against Black Hawk’s band during the Black Hawk War of 1832.
- 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_69ca8433ec308190b8b25a6fe359c34c |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cde87e1f908190a53865420f2b8f93 |
completed | April 2, 2026, 3:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f62a6efa448190a9d95c5bd68ff34b |
completed | May 2, 2026, 4:46 p.m. |
| NEDg | Description generation | batch_69f62be354a88190aaf5e8439b33120b |
completed | May 2, 2026, 4:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f62c8194d881909db3d320a21f2052 |
completed | May 2, 2026, 4:55 p.m. |
Created at: March 30, 2026, 9:06 p.m.