Triple
T9922260
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Panama City Commission |
E187823
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
government of Panama City, Florida
The government of Panama City, Florida is the municipal authority responsible for local governance, public services, and policy-making for the city’s residents and businesses.
|
E187823
|
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: government of Panama City, Florida | Statement: [Panama City Commission, partOf, government of Panama City, Florida]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: government of Panama City, Florida Context triple: [Panama City Commission, partOf, government of Panama City, Florida]
-
A.
Panama City Commission
The Panama City Commission is the elected municipal governing body responsible for setting policy, passing local ordinances, and overseeing city administration in Panama City, Florida.
-
B.
Municipality of Panama City
The Municipality of Panama City is the local government authority responsible for administering and providing public services for Panama’s capital city and its historic districts.
-
C.
City of Pensacola government
The City of Pensacola government is the municipal authority responsible for administering public services, local policies, and law enforcement oversight within Pensacola, Florida.
-
D.
Government of Florida
The Government of Florida is the state’s governing authority, comprising executive, legislative, and judicial branches that administer and enforce laws and public policy across Florida.
-
E.
City of Miami government
The City of Miami government is the municipal authority responsible for governing and providing public services to the city of Miami, Florida.
- 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: government of Panama City, Florida Triple: [Panama City Commission, partOf, government of Panama City, Florida]
Generated description
The government of Panama City, Florida is the municipal authority responsible for local governance, public services, and policy-making for the city’s residents and businesses.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: government of Panama City, Florida Target entity description: The government of Panama City, Florida is the municipal authority responsible for local governance, public services, and policy-making for the city’s residents and businesses.
-
A.
Panama City Commission
chosen
The Panama City Commission is the elected municipal governing body responsible for setting policy, passing local ordinances, and overseeing city administration in Panama City, Florida.
-
B.
Municipality of Panama City
The Municipality of Panama City is the local government authority responsible for administering and providing public services for Panama’s capital city and its historic districts.
-
C.
City of Pensacola government
The City of Pensacola government is the municipal authority responsible for administering public services, local policies, and law enforcement oversight within Pensacola, Florida.
-
D.
Government of Florida
The Government of Florida is the state’s governing authority, comprising executive, legislative, and judicial branches that administer and enforce laws and public policy across Florida.
-
E.
City of Miami government
The City of Miami government is the municipal authority responsible for governing and providing public services to the city of Miami, Florida.
- F. None of above.
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_69ca82b22a688190b52c75bd48429c10 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cdb56c7da88190ac37986a2e766b1e |
completed | April 2, 2026, 12:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d20e019f788190a0106b60c8a39efa |
completed | April 5, 2026, 7:23 a.m. |
| NEDg | Description generation | batch_69d20ed2dea481909fd9a9dddac3daf1 |
completed | April 5, 2026, 7:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d20fef723881909d8d57548461926f |
completed | April 5, 2026, 7:31 a.m. |
Created at: March 30, 2026, 8:42 p.m.