Triple
T13947459
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Crafton, Pennsylvania |
E335425
|
entity |
| Predicate | hasPublicSafety |
P464
|
FINISHED |
| Object |
Crafton Volunteer Fire Department
Crafton Volunteer Fire Department is a community-based fire and emergency services organization that provides firefighting, rescue, and related public safety support to the borough of Crafton, Pennsylvania.
|
E1070611
|
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: Crafton Volunteer Fire Department | Statement: [Crafton, Pennsylvania, hasPublicSafety, Crafton Volunteer Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Crafton Volunteer Fire Department Context triple: [Crafton, Pennsylvania, hasPublicSafety, Crafton Volunteer Fire Department]
-
A.
Avalon Volunteer Fire Department
The Avalon Volunteer Fire Department is a community-based firefighting and emergency response organization serving the borough of Avalon in Cape May County, New Jersey.
-
B.
Karns Fire Department
Karns Fire Department is a volunteer-based fire and emergency services organization serving the Karns community and surrounding areas.
-
C.
Fairburn Fire Department
The Fairburn Fire Department is the municipal fire and emergency services agency serving the city of Fairburn, Georgia.
-
D.
Cheverly Volunteer Fire Department
The Cheverly Volunteer Fire Department is a community-based, volunteer-run fire and emergency services organization serving the town of Cheverly, Maryland and surrounding areas.
-
E.
Greenfield Fire Department
The Greenfield Fire Department is the municipal fire and emergency services agency serving the city of Greenfield, Wisconsin.
- 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: Crafton Volunteer Fire Department Triple: [Crafton, Pennsylvania, hasPublicSafety, Crafton Volunteer Fire Department]
Generated description
Crafton Volunteer Fire Department is a community-based fire and emergency services organization that provides firefighting, rescue, and related public safety support to the borough of Crafton, Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Crafton Volunteer Fire Department Target entity description: Crafton Volunteer Fire Department is a community-based fire and emergency services organization that provides firefighting, rescue, and related public safety support to the borough of Crafton, Pennsylvania.
-
A.
Avalon Volunteer Fire Department
The Avalon Volunteer Fire Department is a community-based firefighting and emergency response organization serving the borough of Avalon in Cape May County, New Jersey.
-
B.
Karns Fire Department
Karns Fire Department is a volunteer-based fire and emergency services organization serving the Karns community and surrounding areas.
-
C.
Fairburn Fire Department
The Fairburn Fire Department is the municipal fire and emergency services agency serving the city of Fairburn, Georgia.
-
D.
Cheverly Volunteer Fire Department
The Cheverly Volunteer Fire Department is a community-based, volunteer-run fire and emergency services organization serving the town of Cheverly, Maryland and surrounding areas.
-
E.
Greenfield Fire Department
The Greenfield Fire Department is the municipal fire and emergency services agency serving the city of Greenfield, Wisconsin.
- 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_69d81c6081b88190b53e317c3370c8fe |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de2e12171c8190b95746bdd4845def |
completed | April 14, 2026, 12:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7ce903c5c8190b72d83a5b842ad70 |
completed | May 3, 2026, 10:39 p.m. |
| NEDg | Description generation | batch_69f9fd5d4abc8190aa10d9f1c9f7f9c9 |
completed | May 5, 2026, 2:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fb14bfa2c081908381bb74f040c6c8 |
completed | May 6, 2026, 10:15 a.m. |
Created at: April 9, 2026, 10:17 p.m.