Triple
T6891574
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Harker Heights, Texas |
E159059
|
entity |
| Predicate | hasEmergencyServices |
P464
|
FINISHED |
| Object |
Harker Heights Fire Department
The Harker Heights Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for the city of Harker Heights, Texas.
|
E628813
|
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: Harker Heights Fire Department | Statement: [Harker Heights, Texas, hasEmergencyServices, Harker Heights Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Harker Heights Fire Department Context triple: [Harker Heights, Texas, hasEmergencyServices, Harker Heights Fire Department]
-
A.
Apex Fire Department
The Apex Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue, and related public safety services in the town of Apex, North Carolina.
-
B.
Halesite Fire Department
The Halesite Fire Department is a local volunteer fire and emergency services organization serving the Halesite community in Suffolk County, New York.
-
C.
Fairview Fire Department
The Fairview Fire Department is the municipal fire and emergency response agency serving the town of Fairview, Texas.
-
D.
Johnston Fire Department
The Johnston Fire Department is the municipal fire and emergency services agency serving the town of Johnston, Rhode Island.
-
E.
Piedmont Fire Department
The Piedmont Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related safety services to the community of Piedmont.
- 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: Harker Heights Fire Department Triple: [Harker Heights, Texas, hasEmergencyServices, Harker Heights Fire Department]
Generated description
The Harker Heights Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for the city of Harker Heights, Texas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Harker Heights Fire Department Target entity description: The Harker Heights Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for the city of Harker Heights, Texas.
-
A.
Apex Fire Department
The Apex Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue, and related public safety services in the town of Apex, North Carolina.
-
B.
Halesite Fire Department
The Halesite Fire Department is a local volunteer fire and emergency services organization serving the Halesite community in Suffolk County, New York.
-
C.
Fairview Fire Department
The Fairview Fire Department is the municipal fire and emergency response agency serving the town of Fairview, Texas.
-
D.
Johnston Fire Department
The Johnston Fire Department is the municipal fire and emergency services agency serving the town of Johnston, Rhode Island.
-
E.
Piedmont Fire Department
The Piedmont Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related safety services to the community of Piedmont.
- 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_69c6883568c8819081db6407e892cccc |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d92ecbdc8190992f9c7f4f33f4c4 |
completed | March 27, 2026, 7:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7511fbe808190bc3dfb7c34a7cbb6 |
completed | March 28, 2026, 3:55 a.m. |
| NEDg | Description generation | batch_69c7524d677c81909531ba9bb46f2632 |
completed | March 28, 2026, 4 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c752bef2808190843f3cad53aa5702 |
completed | March 28, 2026, 4:02 a.m. |
Created at: March 27, 2026, 2:24 p.m.