Triple

T5355586
Position Surface form Disambiguated ID Type / Status
Subject Williamson County, Texas E102681 entity
Predicate countySeat P383 FINISHED
Object Georgetown, Texas
Georgetown, Texas is a rapidly growing city in Central Texas known for its historic downtown square, Victorian architecture, and proximity to Austin.
E557807 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: Georgetown, Texas | Statement: [Williamson County, Texas, countySeat, Georgetown, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Georgetown, Texas
Context triple: [Williamson County, Texas, countySeat, Georgetown, Texas]
  • A. Gonzales, Texas
    Gonzales, Texas is a historic town best known as the site of the first battle of the Texas Revolution and the origin of the famous "Come and Take It" slogan.
  • B. Gainesville, Texas
    Gainesville, Texas is a small North Texas city near the Oklahoma border known as the county seat of Cooke County and a regional hub within the Texoma area.
  • C. Richmond, Texas
    Richmond, Texas is a historic city in Fort Bend County, part of the Greater Houston metropolitan area, known for its 19th-century roots and role in early Texas history.
  • D. Greenville, Texas
    Greenville, Texas is a small city in North Texas that serves as the county seat of Hunt County and a regional hub for commerce and industry.
  • E. Groves, Texas
    Groves, Texas is a small city in Jefferson County in Southeast Texas, known as part of the industrial and petrochemical region near Port Arthur and Beaumont.
  • 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: Georgetown, Texas
Triple: [Williamson County, Texas, countySeat, Georgetown, Texas]
Generated description
Georgetown, Texas is a rapidly growing city in Central Texas known for its historic downtown square, Victorian architecture, and proximity to Austin.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Georgetown, Texas
Target entity description: Georgetown, Texas is a rapidly growing city in Central Texas known for its historic downtown square, Victorian architecture, and proximity to Austin.
  • A. Gonzales, Texas
    Gonzales, Texas is a historic town best known as the site of the first battle of the Texas Revolution and the origin of the famous "Come and Take It" slogan.
  • B. Gainesville, Texas
    Gainesville, Texas is a small North Texas city near the Oklahoma border known as the county seat of Cooke County and a regional hub within the Texoma area.
  • C. Richmond, Texas
    Richmond, Texas is a historic city in Fort Bend County, part of the Greater Houston metropolitan area, known for its 19th-century roots and role in early Texas history.
  • D. Greenville, Texas
    Greenville, Texas is a small city in North Texas that serves as the county seat of Hunt County and a regional hub for commerce and industry.
  • E. Groves, Texas
    Groves, Texas is a small city in Jefferson County in Southeast Texas, known as part of the industrial and petrochemical region near Port Arthur and Beaumont.
  • 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_69bd43d8f7248190b64c140734b5c9a8 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd862f0ea48190bec78690ab3bee51 completed March 20, 2026, 5:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0e2efb6d4819091ed08faec3b6c4a completed March 23, 2026, 6:51 a.m.
NEDg Description generation batch_69c0f1043c50819080aae54111134eaa completed March 23, 2026, 7:51 a.m.
NED2 Entity disambiguation (via description) batch_69c0f1a171c481909a897f342b6d6329 completed March 23, 2026, 7:54 a.m.
Created at: March 20, 2026, 2:01 p.m.