Triple
T1178964
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lancaster, Texas |
E25091
|
entity |
| Predicate | emergencyServices |
P464
|
FINISHED |
| Object |
Lancaster Fire Department
The Lancaster Fire Department is the municipal agency responsible for fire protection, emergency medical response, and related public safety services in Lancaster, Texas.
|
E136903
|
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: Lancaster Fire Department | Statement: [Lancaster, Texas, emergencyServices, Lancaster Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lancaster Fire Department Context triple: [Lancaster, Texas, emergencyServices, Lancaster Fire Department]
-
A.
Lancaster Police Department
The Lancaster Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws within the city limits of Lancaster, Texas.
-
B.
Milton Fire Department
The Milton Fire Department is the municipal fire and emergency response agency serving the town of Milton, Massachusetts.
-
C.
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.
-
D.
Belton Fire Department
The Belton Fire Department is the municipal fire and emergency services agency serving the city of Belton in Missouri, providing fire suppression, rescue, and emergency medical response.
-
E.
Brockton Fire Department
The Brockton Fire Department is the municipal agency responsible for fire suppression, emergency medical services, and rescue operations in the city of Brockton, Massachusetts.
- 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: Lancaster Fire Department Triple: [Lancaster, Texas, emergencyServices, Lancaster Fire Department]
Generated description
The Lancaster Fire Department is the municipal agency responsible for fire protection, emergency medical response, and related public safety services in Lancaster, Texas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lancaster Fire Department Target entity description: The Lancaster Fire Department is the municipal agency responsible for fire protection, emergency medical response, and related public safety services in Lancaster, Texas.
-
A.
Lancaster Police Department
The Lancaster Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws within the city limits of Lancaster, Texas.
-
B.
Milton Fire Department
The Milton Fire Department is the municipal fire and emergency response agency serving the town of Milton, Massachusetts.
-
C.
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.
-
D.
Belton Fire Department
The Belton Fire Department is the municipal fire and emergency services agency serving the city of Belton in Missouri, providing fire suppression, rescue, and emergency medical response.
-
E.
Brockton Fire Department
The Brockton Fire Department is the municipal agency responsible for fire suppression, emergency medical services, and rescue operations in the city of Brockton, Massachusetts.
- 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_69a494267b4c819088c97a59182bf56a |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bd1226fc819083d526ecd22af8ef |
completed | March 1, 2026, 10:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac764827b881908cd2bb1e11e179f3 |
completed | March 7, 2026, 7:02 p.m. |
| NEDg | Description generation | batch_69ac77ba5cf08190a80a9e35f99aa7c3 |
completed | March 7, 2026, 7:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac781e4e5481909d56c790d46660ef |
completed | March 7, 2026, 7:10 p.m. |
Created at: March 1, 2026, 7:45 p.m.