Triple
T20096289
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brentwood, Pennsylvania |
E496408
|
entity |
| Predicate | hasEmergencyServices |
P464
|
FINISHED |
| Object |
Brentwood Volunteer Fire Company
Brentwood Volunteer Fire Company is a community-based fire and emergency response organization serving the borough of Brentwood in Allegheny County, Pennsylvania.
|
E1412029
|
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: Brentwood Volunteer Fire Company | Statement: [Brentwood, Pennsylvania, hasEmergencyServices, Brentwood Volunteer Fire Company]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brentwood Volunteer Fire Company Context triple: [Brentwood, Pennsylvania, hasEmergencyServices, Brentwood Volunteer Fire Company]
-
A.
Pennington Fire Company
Pennington Fire Company is a local volunteer fire and emergency services organization that provides fire protection and rescue support to the community of Pennington, New Jersey.
-
B.
Millwood Fire Company
Millwood Fire Company is a volunteer fire and emergency services organization serving the community of Millwood, New York.
-
C.
Belmont Hills Fire Company
Belmont Hills Fire Company is a local volunteer fire and emergency services organization serving the community of Belmont Hills, Pennsylvania.
-
D.
Bryant Fire Department
The Bryant Fire Department is the municipal fire and emergency response agency serving the city of Bryant, Arkansas.
-
E.
Oakmont Fire Company
Oakmont Fire Company is a local volunteer fire and emergency services organization serving Haverford Township in Pennsylvania.
- 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: Brentwood Volunteer Fire Company Triple: [Brentwood, Pennsylvania, hasEmergencyServices, Brentwood Volunteer Fire Company]
Generated description
Brentwood Volunteer Fire Company is a community-based fire and emergency response organization serving the borough of Brentwood in Allegheny County, Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brentwood Volunteer Fire Company Target entity description: Brentwood Volunteer Fire Company is a community-based fire and emergency response organization serving the borough of Brentwood in Allegheny County, Pennsylvania.
-
A.
Pennington Fire Company
Pennington Fire Company is a local volunteer fire and emergency services organization that provides fire protection and rescue support to the community of Pennington, New Jersey.
-
B.
Millwood Fire Company
Millwood Fire Company is a volunteer fire and emergency services organization serving the community of Millwood, New York.
-
C.
Belmont Hills Fire Company
Belmont Hills Fire Company is a local volunteer fire and emergency services organization serving the community of Belmont Hills, Pennsylvania.
-
D.
Bryant Fire Department
The Bryant Fire Department is the municipal fire and emergency response agency serving the city of Bryant, Arkansas.
-
E.
Oakmont Fire Company
Oakmont Fire Company is a local volunteer fire and emergency services organization serving Haverford Township in Pennsylvania.
- 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_69da626eee3881909f3454986d4a6511 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e6666cc02481908780a415b19c05a2 |
completed | April 20, 2026, 5:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08270cb3f48190b57901cc591cca63 |
completed | May 16, 2026, 8:13 a.m. |
| NEDg | Description generation | batch_6a0828850638819091e0b27899ac8e72 |
completed | May 16, 2026, 8:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08291b29408190ba4eb008e0a34fe6 |
completed | May 16, 2026, 8:21 a.m. |
Created at: April 11, 2026, 11:25 p.m.