Triple
T17264645
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Campbell, Texas |
E419092
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object |
municipal government of Campbell, Texas
The municipal government of Campbell, Texas is the local administrative authority responsible for providing public services, enforcing ordinances, and managing city affairs for the community of Campbell.
|
E419092
|
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: municipal government of Campbell, Texas | Statement: [Campbell, Texas, governingBody, municipal government of Campbell, Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: municipal government of Campbell, Texas Context triple: [Campbell, Texas, governingBody, municipal government of Campbell, Texas]
-
A.
Campbell, Texas
Campbell, Texas is a small rural city in northeastern Texas known for its close-knit community and agricultural surroundings.
-
B.
McLennan County government
McLennan County government is the local administrative authority responsible for providing county-level services, law enforcement, and governance for communities within McLennan County, Texas.
-
C.
Gillespie County government
Gillespie County government is the local administrative authority responsible for providing county-level services, law enforcement, and governance for Gillespie County, Texas.
-
D.
Cameron, Texas
Cameron, Texas is a small city in central Texas that serves as the county seat of Milam County and a local hub for agriculture and industry.
-
E.
City of Midland government
The City of Midland government is the municipal authority responsible for administering public services, policies, and development for the city of Midland, often promoted under the brand "The City of Modern Explorers."
- 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: municipal government of Campbell, Texas Triple: [Campbell, Texas, governingBody, municipal government of Campbell, Texas]
Generated description
The municipal government of Campbell, Texas is the local administrative authority responsible for providing public services, enforcing ordinances, and managing city affairs for the community of Campbell.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: municipal government of Campbell, Texas Target entity description: The municipal government of Campbell, Texas is the local administrative authority responsible for providing public services, enforcing ordinances, and managing city affairs for the community of Campbell.
-
A.
Campbell, Texas
chosen
Campbell, Texas is a small rural city in northeastern Texas known for its close-knit community and agricultural surroundings.
-
B.
McLennan County government
McLennan County government is the local administrative authority responsible for providing county-level services, law enforcement, and governance for communities within McLennan County, Texas.
-
C.
Gillespie County government
Gillespie County government is the local administrative authority responsible for providing county-level services, law enforcement, and governance for Gillespie County, Texas.
-
D.
Cameron, Texas
Cameron, Texas is a small city in central Texas that serves as the county seat of Milam County and a local hub for agriculture and industry.
-
E.
City of Midland government
The City of Midland government is the municipal authority responsible for administering public services, policies, and development for the city of Midland, often promoted under the brand "The City of Modern Explorers."
- 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_69d886d9ab108190b70edd8d17aa1204 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e42f4432fc81908fd90865822af1fa |
completed | April 19, 2026, 1:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0171054f388190bf068ca2e6b88458 |
completed | May 11, 2026, 6:02 a.m. |
| NEDg | Description generation | batch_6a0173faebf48190a1334a205cd9804a |
completed | May 11, 2026, 6:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0174a41204819097b9aeff2c09cffe |
completed | May 11, 2026, 6:18 a.m. |
Created at: April 10, 2026, 5:40 a.m.