Triple

T4541306
Position Surface form Disambiguated ID Type / Status
Subject Live Oak City Council E107535 entity
Predicate jurisdiction P82 FINISHED
Object City of Live Oak
The City of Live Oak is a municipal community in Texas governed by a local city council and known as a suburban part of the San Antonio metropolitan area.
E451243 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: City of Live Oak | Statement: [Live Oak City Council, jurisdiction, City of Live Oak]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: City of Live Oak
Context triple: [Live Oak City Council, jurisdiction, City of Live Oak]
  • A. City of Lamar
    City of Lamar is a municipal government in Lamar, Colorado, responsible for providing local services, infrastructure, and governance to the community.
  • B. City of DeSoto
    The City of DeSoto is a suburban municipality in North Texas, located in Dallas County and forming part of the Dallas–Fort Worth metropolitan area.
  • C. Seagoville
    Seagoville is a small city in North Texas that functions as a suburban community within the greater Dallas–Fort Worth metropolitan area.
  • D. Oak Grove, Texas
    Oak Grove, Texas is a small town located in Kaufman County within the Dallas–Fort Worth metropolitan area.
  • E. City of Woodland
    The City of Woodland is a small agricultural and residential city in California’s Sacramento Valley that serves as the county seat and commercial hub of Yolo County.
  • 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: City of Live Oak
Triple: [Live Oak City Council, jurisdiction, City of Live Oak]
Generated description
The City of Live Oak is a municipal community in Texas governed by a local city council and known as a suburban part of the San Antonio metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: City of Live Oak
Target entity description: The City of Live Oak is a municipal community in Texas governed by a local city council and known as a suburban part of the San Antonio metropolitan area.
  • A. City of Lamar
    City of Lamar is a municipal government in Lamar, Colorado, responsible for providing local services, infrastructure, and governance to the community.
  • B. City of DeSoto
    The City of DeSoto is a suburban municipality in North Texas, located in Dallas County and forming part of the Dallas–Fort Worth metropolitan area.
  • C. Seagoville
    Seagoville is a small city in North Texas that functions as a suburban community within the greater Dallas–Fort Worth metropolitan area.
  • D. Oak Grove, Texas
    Oak Grove, Texas is a small town located in Kaufman County within the Dallas–Fort Worth metropolitan area.
  • E. City of Woodland
    The City of Woodland is a small agricultural and residential city in California’s Sacramento Valley that serves as the county seat and commercial hub of Yolo County.
  • 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_69bd43f922788190b7edfa294e39b178 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd57d219d88190a67ada845323d7fb completed March 20, 2026, 2:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdb926f2608190bdc6379e81358c38 completed March 20, 2026, 9:16 p.m.
NEDg Description generation batch_69bdbe0b6aa88190b6e99e4be1b27935 completed March 20, 2026, 9:37 p.m.
NED2 Entity disambiguation (via description) batch_69bdbe5eda748190b6d83d5f2c73cff5 completed March 20, 2026, 9:38 p.m.
Created at: March 20, 2026, 1:04 p.m.