Triple
T13140776
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Galena Park, Texas |
E312203
|
entity |
| Predicate | hasFireDepartment |
P464
|
FINISHED |
| Object |
Galena Park Fire Department
The Galena Park Fire Department is the municipal emergency response agency providing fire protection and related services to the community of Galena Park, Texas.
|
E1026113
|
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: Galena Park Fire Department | Statement: [Galena Park, Texas, hasFireDepartment, Galena Park Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Galena Park Fire Department Context triple: [Galena Park, Texas, hasFireDepartment, Galena Park Fire Department]
-
A.
Karns Fire Department
Karns Fire Department is a volunteer-based fire and emergency services organization serving the Karns community and surrounding areas.
-
B.
Dennis Fire Department
The Dennis Fire Department is the municipal fire and emergency services agency serving the town of Dennis, Massachusetts.
-
C.
Vails Gate Fire Department
Vails Gate Fire Department is a local fire and emergency services agency serving the community of Vails Gate, New York.
-
D.
Mine Hill Fire Department
The Mine Hill Fire Department is the local fire and emergency response agency serving the community of Mine Hill Township, New Jersey.
-
E.
Melissa Fire Department
Melissa Fire Department is the municipal fire and emergency response agency serving the city of Melissa, Texas.
- 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: Galena Park Fire Department Triple: [Galena Park, Texas, hasFireDepartment, Galena Park Fire Department]
Generated description
The Galena Park Fire Department is the municipal emergency response agency providing fire protection and related services to the community of Galena Park, Texas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Galena Park Fire Department Target entity description: The Galena Park Fire Department is the municipal emergency response agency providing fire protection and related services to the community of Galena Park, Texas.
-
A.
Karns Fire Department
Karns Fire Department is a volunteer-based fire and emergency services organization serving the Karns community and surrounding areas.
-
B.
Dennis Fire Department
The Dennis Fire Department is the municipal fire and emergency services agency serving the town of Dennis, Massachusetts.
-
C.
Vails Gate Fire Department
Vails Gate Fire Department is a local fire and emergency services agency serving the community of Vails Gate, New York.
-
D.
Mine Hill Fire Department
The Mine Hill Fire Department is the local fire and emergency response agency serving the community of Mine Hill Township, New Jersey.
-
E.
Melissa Fire Department
Melissa Fire Department is the municipal fire and emergency response agency serving the city of Melissa, Texas.
- 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_69d806aabde48190899e13e41659cae5 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d981b84f1081908b9e2d54a64d4c2d |
completed | April 10, 2026, 11:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6f5d809948190aced5ce377402463 |
completed | May 3, 2026, 7:14 a.m. |
| NEDg | Description generation | batch_69f6f6e10f2481909b405169dd7e5cf9 |
completed | May 3, 2026, 7:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6f73b301881909d792dfebd2e468f |
completed | May 3, 2026, 7:20 a.m. |
Created at: April 9, 2026, 9:10 p.m.