Triple

T2934418
Position Surface form Disambiguated ID Type / Status
Subject Warminster, Pennsylvania E79230 entity
Predicate hasPublicSchoolDistrict P226 FINISHED
Object Centennial School District
Centennial School District is a public school district serving students in Warminster and surrounding communities in Bucks County, Pennsylvania.
E104336 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: Centennial School District | Statement: [Warminster, Pennsylvania, hasPublicSchoolDistrict, Centennial School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Centennial School District
Context triple: [Warminster, Pennsylvania, hasPublicSchoolDistrict, Centennial School District]
  • A. Centennial School District
    Centennial School District is a public school district serving students in parts of Gresham and surrounding communities in the Portland metropolitan area of Oregon.
  • B. Lone Tree Community School District
    Lone Tree Community School District is a public school district serving the community of Lone Tree and surrounding rural areas in southeastern Iowa.
  • C. Reynolds School District
    Reynolds School District is a public school district serving students in Fairview and surrounding communities in the Portland metropolitan area of Oregon.
  • D. Cottonwood-Oak Creek School District
    Cottonwood-Oak Creek School District is a public school district serving elementary and middle school students in and around Cottonwood, Arizona.
  • E. Reed Union School District
    Reed Union School District is a public school district serving elementary and middle school students in the Tiburon area of Marin County, California.
  • 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: Centennial School District
Triple: [Warminster, Pennsylvania, hasPublicSchoolDistrict, Centennial School District]
Generated description
Centennial School District is a public school district serving students in Warminster and surrounding communities in Bucks County, Pennsylvania.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Centennial School District
Target entity description: Centennial School District is a public school district serving students in Warminster and surrounding communities in Bucks County, Pennsylvania.
  • A. Centennial School District chosen
    Centennial School District is a public school district serving students in parts of Gresham and surrounding communities in the Portland metropolitan area of Oregon.
  • B. Lone Tree Community School District
    Lone Tree Community School District is a public school district serving the community of Lone Tree and surrounding rural areas in southeastern Iowa.
  • C. Reynolds School District
    Reynolds School District is a public school district serving students in Fairview and surrounding communities in the Portland metropolitan area of Oregon.
  • D. Cottonwood-Oak Creek School District
    Cottonwood-Oak Creek School District is a public school district serving elementary and middle school students in and around Cottonwood, Arizona.
  • E. Reed Union School District
    Reed Union School District is a public school district serving elementary and middle school students in the Tiburon area of Marin County, California.
  • F. None of above.

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_69ad8b0fbab081908f6a61567c045d8d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad983b65f881909b8b7d3dc5c224fd completed March 8, 2026, 3:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69b0867ba1b48190a54d00c32b075548 completed March 10, 2026, 9 p.m.
NEDg Description generation batch_69b0dbda7ab881908b5a3e1e897fcb49 completed March 11, 2026, 3:04 a.m.
NED2 Entity disambiguation (via description) batch_69b0dc3ed9e08190ac6c6357f0084ba6 completed March 11, 2026, 3:06 a.m.
Created at: March 8, 2026, 2:56 p.m.