Triple

T2795119
Position Surface form Disambiguated ID Type / Status
Subject Wise County, Texas E53017 entity
Predicate seat P75 FINISHED
Object Decatur, Texas
Decatur, Texas is a small North Texas city known as a regional hub for agriculture, ranching, and oil and gas activity northwest of the Dallas–Fort Worth metroplex.
 E440364 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: Decatur, Texas | Statement: [Wise County, Texas, seat, Decatur, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Decatur, Texas
Context triple: [Wise County, Texas, seat, Decatur, Texas]
  • A. DeSoto, Texas
    DeSoto, Texas is a suburban city in the Dallas–Fort Worth metropolitan area known for its residential communities and proximity to Dallas.
  • B. Terrell, Texas
    Terrell, Texas is a small city in North Texas known for its historic downtown, proximity to Dallas, and role as a regional commercial and educational hub.
  • C. Brownwood, Texas
    Brownwood, Texas is a small central Texas city that serves as a regional hub for commerce, education, and healthcare in the surrounding rural area.
  • D. Commerce, Texas
    Commerce, Texas is a small city in northeastern Texas best known as the home of Texas A&M University–Commerce.
  • E. Dorchester, Texas
    Dorchester, Texas is a small rural community located in Grayson County in north-central Texas.
  • 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: Decatur, Texas
Triple: [Wise County, Texas, seat, Decatur, Texas]
Generated description
Decatur, Texas is a small North Texas city known as a regional hub for agriculture, ranching, and oil and gas activity northwest of the Dallas–Fort Worth metroplex.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Decatur, Texas
Target entity description: Decatur, Texas is a small North Texas city known as a regional hub for agriculture, ranching, and oil and gas activity northwest of the Dallas–Fort Worth metroplex.
  • A. DeSoto, Texas
    DeSoto, Texas is a suburban city in the Dallas–Fort Worth metropolitan area known for its residential communities and proximity to Dallas.
  • B. Terrell, Texas
    Terrell, Texas is a small city in North Texas known for its historic downtown, proximity to Dallas, and role as a regional commercial and educational hub.
  • C. Brownwood, Texas
    Brownwood, Texas is a small central Texas city that serves as a regional hub for commerce, education, and healthcare in the surrounding rural area.
  • D. Commerce, Texas
    Commerce, Texas is a small city in northeastern Texas best known as the home of Texas A&M University–Commerce.
  • E. Dorchester, Texas
    Dorchester, Texas is a small rural community located in Grayson County in north-central Texas.
  • 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_69ab495a90788190941b6917e1eca3a6 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abddd48bcc819083f4ec59d66f0ece completed March 7, 2026, 8:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69b6130aaa7081908956e2db62005b92 completed March 15, 2026, 2:01 a.m.
NEDg Description generation batch_69b613f0d5dc8190a48e60c63ea9d717 completed March 15, 2026, 2:05 a.m.
NED2 Entity disambiguation (via description) batch_69b617f70f608190bce1043c2254c9e5 completed March 15, 2026, 2:22 a.m.
Created at: March 6, 2026, 9:58 p.m.