Triple
T3622407
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bonifay, Florida |
E76756
|
entity |
| Predicate | hasLocalGovernment |
P2820
|
FINISHED |
| Object |
Bonifay City Council
Bonifay City Council is the municipal governing body responsible for setting local policies, ordinances, and budgets for the city of Bonifay, Florida.
|
E373700
|
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: Bonifay City Council | Statement: [Bonifay, Florida, hasLocalGovernment, Bonifay City Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bonifay City Council Context triple: [Bonifay, Florida, hasLocalGovernment, Bonifay City Council]
-
A.
Gary City Council
The Gary City Council is the legislative body responsible for creating local laws, setting policies, and overseeing municipal governance for the city of Gary, Indiana.
-
B.
Newton City Council
Newton City Council is the elected legislative body that governs the city of Newton, Massachusetts, enacting local laws, budgets, and policies.
-
C.
Mwanza City Council
Mwanza City Council is the local government authority responsible for administering and providing public services in the city of Mwanza, Tanzania.
-
D.
Jackson City Council
Jackson City Council is the elected legislative body responsible for setting policy, passing ordinances, and overseeing municipal governance in Jackson, Michigan.
-
E.
Meridian City Council
Meridian City Council is the elected legislative body responsible for setting policies, passing ordinances, and overseeing municipal governance in Meridian, Mississippi.
- 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: Bonifay City Council Triple: [Bonifay, Florida, hasLocalGovernment, Bonifay City Council]
Generated description
Bonifay City Council is the municipal governing body responsible for setting local policies, ordinances, and budgets for the city of Bonifay, Florida.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bonifay City Council Target entity description: Bonifay City Council is the municipal governing body responsible for setting local policies, ordinances, and budgets for the city of Bonifay, Florida.
-
A.
Gary City Council
The Gary City Council is the legislative body responsible for creating local laws, setting policies, and overseeing municipal governance for the city of Gary, Indiana.
-
B.
Newton City Council
Newton City Council is the elected legislative body that governs the city of Newton, Massachusetts, enacting local laws, budgets, and policies.
-
C.
Mwanza City Council
Mwanza City Council is the local government authority responsible for administering and providing public services in the city of Mwanza, Tanzania.
-
D.
Jackson City Council
Jackson City Council is the elected legislative body responsible for setting policy, passing ordinances, and overseeing municipal governance in Jackson, Michigan.
-
E.
Meridian City Council
Meridian City Council is the elected legislative body responsible for setting policies, passing ordinances, and overseeing municipal governance in Meridian, Mississippi.
- 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_69ad85dae2fc81908d1ceadbc6af0089 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc2bb12cc8190bd67597cf3b66a3a |
completed | March 8, 2026, 6:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b43320955c8190910c0f15c80f41f4 |
completed | March 13, 2026, 3:54 p.m. |
| NEDg | Description generation | batch_69b43705642881909c62b7363a4f3a12 |
completed | March 13, 2026, 4:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4379cd04c81909246747bcc357261 |
completed | March 13, 2026, 4:13 p.m. |
Created at: March 8, 2026, 3:23 p.m.