Triple
T7528119
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bonham, Texas |
E177947
|
entity |
| Predicate | hasHospital |
P105
|
FINISHED |
| Object |
TMC Bonham Hospital
TMC Bonham Hospital is a community healthcare facility serving the medical needs of residents in and around Bonham, Texas.
|
E669736
|
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: TMC Bonham Hospital | Statement: [Bonham, Texas, hasHospital, TMC Bonham Hospital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TMC Bonham Hospital Context triple: [Bonham, Texas, hasHospital, TMC Bonham Hospital]
-
A.
Houston Methodist Hospital
Houston Methodist Hospital is a major academic medical center and teaching hospital in Houston, Texas, renowned for its advanced specialty care and research.
-
B.
Baylor Scott & White Medical Center – College Station
Baylor Scott & White Medical Center – College Station is a regional hospital and healthcare facility serving the Bryan–College Station area of Texas as part of the Baylor Scott & White Health system.
-
C.
Southlake Regional Health Centre
Southlake Regional Health Centre is a major acute care hospital and regional healthcare facility serving Newmarket and the surrounding communities in Ontario, Canada.
-
D.
Dallas County Hospital District
Dallas County Hospital District is the public hospital system serving Dallas County, Texas, providing safety-net healthcare services and operating major facilities such as Parkland Health & Hospital System.
-
E.
UAMS Medical Center
UAMS Medical Center is a major academic teaching hospital and research facility in Little Rock, Arkansas, serving as the primary clinical center for the University of Arkansas for Medical Sciences.
- 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: TMC Bonham Hospital Triple: [Bonham, Texas, hasHospital, TMC Bonham Hospital]
Generated description
TMC Bonham Hospital is a community healthcare facility serving the medical needs of residents in and around Bonham, Texas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: TMC Bonham Hospital Target entity description: TMC Bonham Hospital is a community healthcare facility serving the medical needs of residents in and around Bonham, Texas.
-
A.
Houston Methodist Hospital
Houston Methodist Hospital is a major academic medical center and teaching hospital in Houston, Texas, renowned for its advanced specialty care and research.
-
B.
Baylor Scott & White Medical Center – College Station
Baylor Scott & White Medical Center – College Station is a regional hospital and healthcare facility serving the Bryan–College Station area of Texas as part of the Baylor Scott & White Health system.
-
C.
Southlake Regional Health Centre
Southlake Regional Health Centre is a major acute care hospital and regional healthcare facility serving Newmarket and the surrounding communities in Ontario, Canada.
-
D.
Dallas County Hospital District
Dallas County Hospital District is the public hospital system serving Dallas County, Texas, providing safety-net healthcare services and operating major facilities such as Parkland Health & Hospital System.
-
E.
UAMS Medical Center
UAMS Medical Center is a major academic teaching hospital and research facility in Little Rock, Arkansas, serving as the primary clinical center for the University of Arkansas for Medical Sciences.
- 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_69c69f29bf3081909a146aec7755f185 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f81e19208190965f211d057f7fdf |
completed | March 27, 2026, 9:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c84639c19881909e1736afc01a020d |
completed | March 28, 2026, 9:20 p.m. |
| NEDg | Description generation | batch_69c846d0b1348190bc2bf23e75c535a9 |
completed | March 28, 2026, 9:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c84748b8988190b4f85c253ea9e403 |
completed | March 28, 2026, 9:25 p.m. |
Created at: March 27, 2026, 3:47 p.m.