Triple
T7201646
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walkersville, Maryland |
E168758
|
entity |
| Predicate | hasRescueCompany |
P49934
|
FINISHED |
| Object |
Walkersville Volunteer Rescue Company
Walkersville Volunteer Rescue Company is a community-based emergency medical and rescue service organization serving the Walkersville, Maryland area.
|
E648800
|
NE FINISHED |
How this triple was built (5 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: Walkersville Volunteer Rescue Company | Statement: [Walkersville, Maryland, hasRescueCompany, Walkersville Volunteer Rescue Company]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walkersville Volunteer Rescue Company Context triple: [Walkersville, Maryland, hasRescueCompany, Walkersville Volunteer Rescue Company]
-
A.
Walkersville Volunteer Fire Company
Walkersville Volunteer Fire Company is a community-based, all-volunteer fire and emergency services organization serving the town of Walkersville and surrounding areas in Maryland.
-
B.
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.
-
C.
Berkeley Heights Volunteer Rescue Squad
Berkeley Heights Volunteer Rescue Squad is a community-based, all-volunteer emergency medical services organization serving the residents of Berkeley Heights, New Jersey.
-
D.
Stony Hill Volunteer Fire Company
Stony Hill Volunteer Fire Company is a volunteer fire and emergency services organization serving the Stony Hill district and broader community of Bethel, Connecticut.
-
E.
Ossining Volunteer Ambulance Corps
The Ossining Volunteer Ambulance Corps is a community-based, volunteer emergency medical services organization that provides ambulance and pre-hospital care to residents of Ossining, New York.
- 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: Walkersville Volunteer Rescue Company Triple: [Walkersville, Maryland, hasRescueCompany, Walkersville Volunteer Rescue Company]
Generated description
Walkersville Volunteer Rescue Company is a community-based emergency medical and rescue service organization serving the Walkersville, Maryland area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Walkersville Volunteer Rescue Company Target entity description: Walkersville Volunteer Rescue Company is a community-based emergency medical and rescue service organization serving the Walkersville, Maryland area.
-
A.
Walkersville Volunteer Fire Company
chosen
Walkersville Volunteer Fire Company is a community-based, all-volunteer fire and emergency services organization serving the town of Walkersville and surrounding areas in Maryland.
-
B.
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.
-
C.
Berkeley Heights Volunteer Rescue Squad
Berkeley Heights Volunteer Rescue Squad is a community-based, all-volunteer emergency medical services organization serving the residents of Berkeley Heights, New Jersey.
-
D.
Stony Hill Volunteer Fire Company
Stony Hill Volunteer Fire Company is a volunteer fire and emergency services organization serving the Stony Hill district and broader community of Bethel, Connecticut.
-
E.
Ossining Volunteer Ambulance Corps
The Ossining Volunteer Ambulance Corps is a community-based, volunteer emergency medical services organization that provides ambulance and pre-hospital care to residents of Ossining, New York.
- F. None of above.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasRescueCompany Context triple: [Walkersville, Maryland, hasRescueCompany, Walkersville Volunteer Rescue Company]
-
A.
hasRescueTeamCharacter
Indicates that an entity includes or is associated with a character who is part of a rescue team.
-
B.
hasVolunteerRescueSquad
chosen
Indicates that an entity is served or supported by a volunteer-based rescue or emergency response squad.
-
C.
rescuedBy
Indicates that one entity has been saved or brought out of danger by another entity.
-
D.
hasLifeboatService
Indicates that a lifeboat service is available or provided in relation to the subject entity.
-
E.
usedMeansToRescue
Indicates that one entity employed a particular method, tool, or means in order to carry out a rescue.
- F. None of above.
Provenance (6 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_69c68a5376748190bb500f03df86e93e |
completed | March 27, 2026, 1:46 p.m. |
| NER | Named-entity recognition | batch_69c6e94971508190bb38184c9af2fe51 |
completed | March 27, 2026, 8:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7cbecb7ec819080b12a63dfa56328 |
completed | March 28, 2026, 12:39 p.m. |
| NEDg | Description generation | batch_69c7cc5af4f48190a146f7026307bfbe |
completed | March 28, 2026, 12:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7cd0eb36c8190bc8e4265033d214f |
completed | March 28, 2026, 12:43 p.m. |
| PD | Predicate disambiguation | batch_69c6e757fed4819091b0a096e3befc3a |
completed | March 27, 2026, 8:23 p.m. |
Created at: March 27, 2026, 2:52 p.m.