Triple
T19122613
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City of Alamo Heights |
E468085
|
entity |
| Predicate | hasFireDepartment |
P464
|
FINISHED |
| Object |
Alamo Heights Fire Department
The Alamo Heights Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the community of Alamo Heights, Texas.
|
E1359163
|
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: Alamo Heights Fire Department | Statement: [City of Alamo Heights, hasFireDepartment, Alamo Heights Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Alamo Heights Fire Department Context triple: [City of Alamo Heights, hasFireDepartment, Alamo Heights Fire Department]
-
A.
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.
-
B.
Bellaire Fire Department
The Bellaire Fire Department is the municipal emergency response agency providing fire protection, rescue services, and emergency medical support to the city of Bellaire, Texas.
-
C.
Houston Fire Department
The Houston Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property across the city of Houston, Texas.
-
D.
Forney Fire Department
The Forney Fire Department is the municipal emergency response agency providing fire protection, rescue services, and related public safety support to the community of Forney, Texas.
-
E.
Rowlett Fire Department
The Rowlett Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety operations for the city of Rowlett, 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: Alamo Heights Fire Department Triple: [City of Alamo Heights, hasFireDepartment, Alamo Heights Fire Department]
Generated description
The Alamo Heights Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the community of Alamo Heights, Texas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Alamo Heights Fire Department Target entity description: The Alamo Heights Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the community of Alamo Heights, Texas.
-
A.
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.
-
B.
Bellaire Fire Department
The Bellaire Fire Department is the municipal emergency response agency providing fire protection, rescue services, and emergency medical support to the city of Bellaire, Texas.
-
C.
Houston Fire Department
The Houston Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property across the city of Houston, Texas.
-
D.
Forney Fire Department
The Forney Fire Department is the municipal emergency response agency providing fire protection, rescue services, and related public safety support to the community of Forney, Texas.
-
E.
Rowlett Fire Department
The Rowlett Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety operations for the city of Rowlett, 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_69d8dd06a26481908039e2a1bae8c597 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5e3c9dfcc819090f8424608892cb3 |
completed | April 20, 2026, 8:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05e675e700819092f67dd1b4a7e787 |
completed | May 14, 2026, 3:12 p.m. |
| NEDg | Description generation | batch_6a05e75bec8481909b07c22836f81e76 |
completed | May 14, 2026, 3:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05e7b27fa881908971a875b7d045c2 |
completed | May 14, 2026, 3:18 p.m. |
Created at: April 10, 2026, 12:05 p.m.