Triple
T22156152
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hampton Township, Pennsylvania |
E547542
|
entity |
| Predicate | hasFireDepartment |
P464
|
FINISHED |
| Object |
Hampton Township Volunteer Fire Department
The Hampton Township Volunteer Fire Department is a community-based, volunteer-run emergency services organization that provides fire protection and rescue services to Hampton Township, Pennsylvania.
|
E1522185
|
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: Hampton Township Volunteer Fire Department | Statement: [Hampton Township, Pennsylvania, hasFireDepartment, Hampton Township Volunteer Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hampton Township Volunteer Fire Department Context triple: [Hampton Township, Pennsylvania, hasFireDepartment, Hampton Township Volunteer Fire Department]
-
A.
Northampton Township Volunteer Fire Company
Northampton Township Volunteer Fire Company is a volunteer fire and emergency services organization serving the residents and businesses of Northampton Township in Bucks County, Pennsylvania.
-
B.
Hopewell Township Volunteer Fire Department
Hopewell Township Volunteer Fire Department is a community-based, volunteer-run fire and emergency services organization serving residents of Hopewell Township in Beaver County, Pennsylvania.
-
C.
Warren Township Volunteer Fire Department
The Warren Township Volunteer Fire Department is a community-based, volunteer firefighting and emergency response organization serving Warren Township, New Jersey.
-
D.
Hamilton Township Fire Department
The Hamilton Township Fire Department is a local emergency services agency providing fire protection, rescue, and medical response to the community that includes Obetz, Ohio.
-
E.
Pequannock Township Volunteer Fire Department
The Pequannock Township Volunteer Fire Department is a community-based, all-volunteer fire and emergency response organization serving Pequannock Township, New Jersey.
- 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: Hampton Township Volunteer Fire Department Triple: [Hampton Township, Pennsylvania, hasFireDepartment, Hampton Township Volunteer Fire Department]
Generated description
The Hampton Township Volunteer Fire Department is a community-based, volunteer-run emergency services organization that provides fire protection and rescue services to Hampton Township, Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hampton Township Volunteer Fire Department Target entity description: The Hampton Township Volunteer Fire Department is a community-based, volunteer-run emergency services organization that provides fire protection and rescue services to Hampton Township, Pennsylvania.
-
A.
Northampton Township Volunteer Fire Company
Northampton Township Volunteer Fire Company is a volunteer fire and emergency services organization serving the residents and businesses of Northampton Township in Bucks County, Pennsylvania.
-
B.
Hopewell Township Volunteer Fire Department
Hopewell Township Volunteer Fire Department is a community-based, volunteer-run fire and emergency services organization serving residents of Hopewell Township in Beaver County, Pennsylvania.
-
C.
Warren Township Volunteer Fire Department
The Warren Township Volunteer Fire Department is a community-based, volunteer firefighting and emergency response organization serving Warren Township, New Jersey.
-
D.
Hamilton Township Fire Department
The Hamilton Township Fire Department is a local emergency services agency providing fire protection, rescue, and medical response to the community that includes Obetz, Ohio.
-
E.
Pequannock Township Volunteer Fire Department
The Pequannock Township Volunteer Fire Department is a community-based, all-volunteer fire and emergency response organization serving Pequannock Township, New Jersey.
- 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_69e11e3b52088190ad5df386d01eb2fb |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f12a29eb848190b0531ce7e45b1003 |
completed | April 28, 2026, 9:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a970c925481908d8f1135703f7050 |
completed | May 18, 2026, 4:35 a.m. |
| NEDg | Description generation | batch_6a0a97e509a88190a7f316cf340d010a |
completed | May 18, 2026, 4:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a987daa208190bab5b7adec1913e8 |
completed | May 18, 2026, 4:41 a.m. |
Created at: April 16, 2026, 8:33 p.m.