Triple

T15482164
Position Surface form Disambiguated ID Type / Status
Subject Nolan County E376944 entity
Predicate hasEducationalService P26530 FINISHED
Object Blackwell Consolidated Independent School District
Blackwell Consolidated Independent School District is a public school district in Texas that serves students in and around the community of Blackwell in Nolan County.
E1183243 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: Blackwell Consolidated Independent School District | Statement: [Nolan County, hasEducationalService, Blackwell Consolidated Independent School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Blackwell Consolidated Independent School District
Context triple: [Nolan County, hasEducationalService, Blackwell Consolidated Independent School District]
  • A. Brownwood Independent School District
    Brownwood Independent School District is a public school district that serves students in the city of Brownwood in central Texas.
  • B. Bonham Independent School District
    Bonham Independent School District is a public school district serving the educational needs of students in and around the city of Bonham in Fannin County, Texas.
  • C. Bryan Independent School District
    Bryan Independent School District is a public school system serving students in and around the city of Bryan in Brazos County, Texas.
  • D. Estelline Independent School District
    Estelline Independent School District is a small public school district serving the educational needs of students in and around the community of Estelline in Hall County, Texas.
  • E. S&S Consolidated Independent School District
    S&S Consolidated Independent School District is a public school district in Texas that serves students from Dorchester and surrounding communities.
  • 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: Blackwell Consolidated Independent School District
Triple: [Nolan County, hasEducationalService, Blackwell Consolidated Independent School District]
Generated description
Blackwell Consolidated Independent School District is a public school district in Texas that serves students in and around the community of Blackwell in Nolan County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Blackwell Consolidated Independent School District
Target entity description: Blackwell Consolidated Independent School District is a public school district in Texas that serves students in and around the community of Blackwell in Nolan County.
  • A. Brownwood Independent School District
    Brownwood Independent School District is a public school district that serves students in the city of Brownwood in central Texas.
  • B. Bonham Independent School District
    Bonham Independent School District is a public school district serving the educational needs of students in and around the city of Bonham in Fannin County, Texas.
  • C. Bryan Independent School District
    Bryan Independent School District is a public school system serving students in and around the city of Bryan in Brazos County, Texas.
  • D. Estelline Independent School District
    Estelline Independent School District is a small public school district serving the educational needs of students in and around the community of Estelline in Hall County, Texas.
  • E. S&S Consolidated Independent School District
    S&S Consolidated Independent School District is a public school district in Texas that serves students from Dorchester and surrounding communities.
  • 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_69d85cd21dcc81908646251b1c26ea00 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03f8cb4388190a3b4c92c3bb4ad4f completed April 16, 2026, 1:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffb0319f248190a37c9afa09c32428 completed May 9, 2026, 10:07 p.m.
NEDg Description generation batch_69ffb1742e2c8190ab7fd714a8f38312 completed May 9, 2026, 10:13 p.m.
NED2 Entity disambiguation (via description) batch_69ffb1eedaf481908d70e3517fbd5492 completed May 9, 2026, 10:15 p.m.
Created at: April 10, 2026, 3:38 a.m.