Triple

T21332192
Position Surface form Disambiguated ID Type / Status
Subject Berino, New Mexico E525932 entity
Predicate servedBySchoolDistrict P226 FINISHED
Object Gadsden Independent School District
Gadsden Independent School District is a public school district in southern New Mexico that serves multiple communities near the U.S.–Mexico border, including Berino.
E1534034 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: Gadsden Independent School District | Statement: [Berino, New Mexico, servedBySchoolDistrict, Gadsden Independent School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gadsden Independent School District
Context triple: [Berino, New Mexico, servedBySchoolDistrict, Gadsden Independent School District]
  • A. Garland Independent School District
    Garland Independent School District is a large public school district in the Dallas–Fort Worth area of Texas that serves students in Garland, Rowlett, and Sachse.
  • B. Georgetown Independent School District
    Georgetown Independent School District is a public school district that serves students in and around the city of Georgetown in Central Texas.
  • C. Garrison Independent School District
    Garrison Independent School District is a public school district serving the educational needs of students in and around the community of Garrison in East Texas.
  • D. Grady Independent School District
    Grady Independent School District is a public school district serving students in the rural area of Martin County, Texas.
  • E. Greenwood Independent School District
    Greenwood Independent School District is a public school district in Texas that serves students in and around the Greenwood community near Martin 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: Gadsden Independent School District
Triple: [Berino, New Mexico, servedBySchoolDistrict, Gadsden Independent School District]
Generated description
Gadsden Independent School District is a public school district in southern New Mexico that serves multiple communities near the U.S.–Mexico border, including Berino.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gadsden Independent School District
Target entity description: Gadsden Independent School District is a public school district in southern New Mexico that serves multiple communities near the U.S.–Mexico border, including Berino.
  • A. Garland Independent School District
    Garland Independent School District is a large public school district in the Dallas–Fort Worth area of Texas that serves students in Garland, Rowlett, and Sachse.
  • B. Georgetown Independent School District
    Georgetown Independent School District is a public school district that serves students in and around the city of Georgetown in Central Texas.
  • C. Garrison Independent School District
    Garrison Independent School District is a public school district serving the educational needs of students in and around the community of Garrison in East Texas.
  • D. Grady Independent School District
    Grady Independent School District is a public school district serving students in the rural area of Martin County, Texas.
  • E. Greenwood Independent School District
    Greenwood Independent School District is a public school district in Texas that serves students in and around the Greenwood community near Martin 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_69e0b51b90788190a4dd823d962626da completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e7ab54706081909445f9cd91a43788 completed April 21, 2026, 4:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0ae99e15848190b7fe1bfb37ad2ef4 completed May 18, 2026, 10:27 a.m.
NEDg Description generation batch_6a0aea9aad5c81908fca5ea2b594effb completed May 18, 2026, 10:31 a.m.
NED2 Entity disambiguation (via description) batch_6a0aeb4ce6d48190ac9281afb7b43391 completed May 18, 2026, 10:34 a.m.
Created at: April 16, 2026, 4:42 p.m.