Triple
T16565066
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liberty, North Carolina |
E402438
|
entity |
| Predicate | hasEmergencyService |
P464
|
FINISHED |
| Object |
Liberty Fire Department
Liberty Fire Department is the municipal fire and emergency response agency serving the town of Liberty in North Carolina.
|
E1221847
|
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: Liberty Fire Department | Statement: [Liberty, North Carolina, hasEmergencyService, Liberty Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liberty Fire Department Context triple: [Liberty, North Carolina, hasEmergencyService, Liberty Fire Department]
-
A.
Liberty Township Fire Department
Liberty Township Fire Department is the local emergency response agency that provides fire protection and related services to the Powell, Ohio area.
-
B.
Marlboro Fire Department
The Marlboro Fire Department is the municipal fire and emergency response agency serving Marlboro Township, New Jersey.
-
C.
Brandon Fire Department
The Brandon Fire Department is the municipal fire and emergency response agency serving the community of Brandon, South Dakota.
-
D.
Franklin Fire Department
The Franklin Fire Department is the municipal fire and emergency medical services agency serving the city of Franklin, Wisconsin.
-
E.
Joshua Fire Department
Joshua Fire Department is the municipal fire and emergency services agency serving the community of Joshua, Texas.
- 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: Liberty Fire Department Triple: [Liberty, North Carolina, hasEmergencyService, Liberty Fire Department]
Generated description
Liberty Fire Department is the municipal fire and emergency response agency serving the town of Liberty in North Carolina.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liberty Fire Department Target entity description: Liberty Fire Department is the municipal fire and emergency response agency serving the town of Liberty in North Carolina.
-
A.
Liberty Township Fire Department
Liberty Township Fire Department is the local emergency response agency that provides fire protection and related services to the Powell, Ohio area.
-
B.
Marlboro Fire Department
The Marlboro Fire Department is the municipal fire and emergency response agency serving Marlboro Township, New Jersey.
-
C.
Brandon Fire Department
The Brandon Fire Department is the municipal fire and emergency response agency serving the community of Brandon, South Dakota.
-
D.
Franklin Fire Department
The Franklin Fire Department is the municipal fire and emergency medical services agency serving the city of Franklin, Wisconsin.
-
E.
Joshua Fire Department
Joshua Fire Department is the municipal fire and emergency services agency serving the community of Joshua, Texas.
- 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_69d8838648088190acf97ef11fc3f61b |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e357711ea481909468147375051bb4 |
completed | April 18, 2026, 10:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a006ee1c1d0819096367344e48bd8d0 |
completed | May 10, 2026, 11:41 a.m. |
| NEDg | Description generation | batch_6a006fba728c8190a835ce72a15563e1 |
completed | May 10, 2026, 11:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0070aee0248190b3463b98a739d1ae |
completed | May 10, 2026, 11:49 a.m. |
Created at: April 10, 2026, 5:15 a.m.