Triple

T3628093
Position Surface form Disambiguated ID Type / Status
Subject McLennan County E76887 entity
Predicate contains P35 FINISHED
Object Valley Mills, Texas
Valley Mills, Texas is a small rural city in Central Texas known for its close-knit community and location along the Bosque River northwest of Waco.
 E420255 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: Valley Mills, Texas | Statement: [McLennan County, contains, Valley Mills, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Valley Mills, Texas
Context triple: [McLennan County, contains, Valley Mills, Texas]
  • A. Millsap, Texas
    Millsap, Texas is a small rural town in North Texas known for its agricultural roots and close-knit community west of the Dallas–Fort Worth metroplex.
  • B. Union Valley, Texas
    Union Valley, Texas is a small rural town located in Hunt County in northeastern Texas.
  • C. Valley View, Texas
    Valley View, Texas is a small rural city in North Texas known for its close-knit community and location along Interstate 35 in Cooke County.
  • D. Caddo Mills, Texas
    Caddo Mills, Texas is a small rural city in North Texas known for its close-knit community and proximity to the Dallas–Fort Worth metropolitan area.
  • E. Van Alstyne, Texas
    Van Alstyne, Texas is a small North Texas city known for its historic downtown, rural charm, and growing role as a bedroom community between Sherman and the Dallas–Fort Worth metroplex.
  • 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: Valley Mills, Texas
Triple: [McLennan County, contains, Valley Mills, Texas]
Generated description
Valley Mills, Texas is a small rural city in Central Texas known for its close-knit community and location along the Bosque River northwest of Waco.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Valley Mills, Texas
Target entity description: Valley Mills, Texas is a small rural city in Central Texas known for its close-knit community and location along the Bosque River northwest of Waco.
  • A. Millsap, Texas
    Millsap, Texas is a small rural town in North Texas known for its agricultural roots and close-knit community west of the Dallas–Fort Worth metroplex.
  • B. Union Valley, Texas
    Union Valley, Texas is a small rural town located in Hunt County in northeastern Texas.
  • C. Valley View, Texas
    Valley View, Texas is a small rural city in North Texas known for its close-knit community and location along Interstate 35 in Cooke County.
  • D. Caddo Mills, Texas
    Caddo Mills, Texas is a small rural city in North Texas known for its close-knit community and proximity to the Dallas–Fort Worth metropolitan area.
  • E. Van Alstyne, Texas
    Van Alstyne, Texas is a small North Texas city known for its historic downtown, rural charm, and growing role as a bedroom community between Sherman and the Dallas–Fort Worth metroplex.
  • 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_69ad85dc03948190b35b7189e4175bcc completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc2ddccc881909ae13dca3dd8a11d completed March 8, 2026, 6:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69b589b716648190aeaead138203cbf9 completed March 14, 2026, 4:15 p.m.
NEDg Description generation batch_69b58a9497b88190a46afd8b1996fed9 completed March 14, 2026, 4:19 p.m.
NED2 Entity disambiguation (via description) batch_69b58b26e4208190b4ec30a3b635194b completed March 14, 2026, 4:21 p.m.
Created at: March 8, 2026, 3:23 p.m.