Triple

T20476771
Position Surface form Disambiguated ID Type / Status
Subject Pinehurst, Texas E502335 entity
Predicate educationServedBy P226 FINISHED
Object Magnolia Independent School District
Magnolia Independent School District is a public school district in southeastern Texas that operates multiple campuses serving students in and around the Magnolia and Pinehurst communities.
E1433770 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: Magnolia Independent School District | Statement: [Pinehurst, Texas, educationServedBy, Magnolia Independent School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Magnolia Independent School District
Context triple: [Pinehurst, Texas, educationServedBy, Magnolia Independent School District]
  • A. Moody Independent School District
    Moody Independent School District is a public school district serving the community of Moody and surrounding areas in central Texas.
  • B. Marshall Independent School District
    Marshall Independent School District is a public school district based in Marshall, Texas, serving students in the surrounding Longview–Marshall metropolitan area.
  • C. Hamlin Independent School District
    Hamlin Independent School District is a public school district based in Hamlin, Texas, serving students in and around Jones County.
  • D. Humble Independent School District
    Humble Independent School District is a public school district serving students in Humble and surrounding communities in the Houston metropolitan area of Texas.
  • E. McGregor Independent School District
    McGregor Independent School District is a public school district serving the educational needs of students in and around the city of McGregor, 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: Magnolia Independent School District
Triple: [Pinehurst, Texas, educationServedBy, Magnolia Independent School District]
Generated description
Magnolia Independent School District is a public school district in southeastern Texas that operates multiple campuses serving students in and around the Magnolia and Pinehurst communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Magnolia Independent School District
Target entity description: Magnolia Independent School District is a public school district in southeastern Texas that operates multiple campuses serving students in and around the Magnolia and Pinehurst communities.
  • A. Moody Independent School District
    Moody Independent School District is a public school district serving the community of Moody and surrounding areas in central Texas.
  • B. Marshall Independent School District
    Marshall Independent School District is a public school district based in Marshall, Texas, serving students in the surrounding Longview–Marshall metropolitan area.
  • C. Hamlin Independent School District
    Hamlin Independent School District is a public school district based in Hamlin, Texas, serving students in and around Jones County.
  • D. Humble Independent School District
    Humble Independent School District is a public school district serving students in Humble and surrounding communities in the Houston metropolitan area of Texas.
  • E. McGregor Independent School District
    McGregor Independent School District is a public school district serving the educational needs of students in and around the city of McGregor, 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_69e0b4af32848190aea80682b44d5d6e completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6996584648190a1a6dfcb57782b7f completed April 20, 2026, 9:23 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0893ac21a08190b9ea8e5dc78d83f2 completed May 16, 2026, 3:56 p.m.
NEDg Description generation batch_6a089485ab8c819086ffe93a2756286a completed May 16, 2026, 4 p.m.
NED2 Entity disambiguation (via description) batch_6a0894f3be54819091e3305ee70c25f5 completed May 16, 2026, 4:01 p.m.
Created at: April 16, 2026, 11:34 a.m.