Triple
T10134512
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Harlingen, Texas |
E226821
|
entity |
| Predicate | hasHealthcareFacility |
P12416
|
FINISHED |
| Object |
Valley Baptist Medical Center – Harlingen
Valley Baptist Medical Center – Harlingen is a major acute-care hospital and regional medical center serving Harlingen and the surrounding Rio Grande Valley area of South Texas.
|
E843225
|
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: Valley Baptist Medical Center – Harlingen | Statement: [Harlingen, Texas, hasHealthcareFacility, Valley Baptist Medical Center – Harlingen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Valley Baptist Medical Center – Harlingen Context triple: [Harlingen, Texas, hasHealthcareFacility, Valley Baptist Medical Center – Harlingen]
-
A.
Houston Medical Center
Houston Medical Center is a regional hospital and healthcare facility serving the community of Warner Robins, Georgia and the surrounding area.
-
B.
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.
-
C.
CHI St. Luke’s Health Memorial Lufkin
CHI St. Luke’s Health Memorial Lufkin is a regional acute-care hospital and medical center serving Lufkin and the surrounding East Texas communities.
-
D.
TMC Bonham Hospital
TMC Bonham Hospital is a community healthcare facility serving the medical needs of residents in and around Bonham, Texas.
-
E.
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.
- 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: Valley Baptist Medical Center – Harlingen Triple: [Harlingen, Texas, hasHealthcareFacility, Valley Baptist Medical Center – Harlingen]
Generated description
Valley Baptist Medical Center – Harlingen is a major acute-care hospital and regional medical center serving Harlingen and the surrounding Rio Grande Valley area of South Texas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Valley Baptist Medical Center – Harlingen Target entity description: Valley Baptist Medical Center – Harlingen is a major acute-care hospital and regional medical center serving Harlingen and the surrounding Rio Grande Valley area of South Texas.
-
A.
Houston Medical Center
Houston Medical Center is a regional hospital and healthcare facility serving the community of Warner Robins, Georgia and the surrounding area.
-
B.
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.
-
C.
CHI St. Luke’s Health Memorial Lufkin
CHI St. Luke’s Health Memorial Lufkin is a regional acute-care hospital and medical center serving Lufkin and the surrounding East Texas communities.
-
D.
TMC Bonham Hospital
TMC Bonham Hospital is a community healthcare facility serving the medical needs of residents in and around Bonham, Texas.
-
E.
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.
- 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_69d2e5d98a148190ada7082adb98ddaa |
completed | April 5, 2026, 10:44 p.m. |
| NEDg | Description generation | batch_69d2e73e4d5081909f0068d3bed583d3 |
completed | April 5, 2026, 10:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d2e7eea4d88190a2ec6d22a83934b3 |
completed | April 5, 2026, 10:53 p.m. |
Created at: March 30, 2026, 9:06 p.m.