Triple

T8837673
Position Surface form Disambiguated ID Type / Status
Subject Stafford County, Kansas E210305 entity
Predicate hasSchoolDistrict P226 FINISHED
Object Stafford USD 349
Stafford USD 349 is a public school district serving students in and around the community of Stafford in central Kansas.
 E761575 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: Stafford USD 349 | Statement: [Stafford County, Kansas, hasSchoolDistrict, Stafford USD 349]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stafford USD 349
Context triple: [Stafford County, Kansas, hasSchoolDistrict, Stafford USD 349]
  • A. Estacada School District
    Estacada School District is a public school system serving students in and around the city of Estacada in Clackamas County, Oregon.
  • B. Lee Public Schools
    Lee Public Schools is the public school district serving students in the town of Lee, Massachusetts.
  • C. Staples High School
    Staples High School is a prominent public high school in Westport, Connecticut, known for its strong academics, arts, and athletics programs.
  • D. Taylor School District
    Taylor School District is a public school district based in Taylor, Michigan, that provides K–12 education to students in Taylor and parts of nearby communities such as Inkster.
  • E. Bow School District
    Bow School District is the public school system serving the town of Bow in Merrimack County, New Hampshire.
  • 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: Stafford USD 349
Triple: [Stafford County, Kansas, hasSchoolDistrict, Stafford USD 349]
Generated description
Stafford USD 349 is a public school district serving students in and around the community of Stafford in central Kansas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stafford USD 349
Target entity description: Stafford USD 349 is a public school district serving students in and around the community of Stafford in central Kansas.
  • A. Estacada School District
    Estacada School District is a public school system serving students in and around the city of Estacada in Clackamas County, Oregon.
  • B. Lee Public Schools
    Lee Public Schools is the public school district serving students in the town of Lee, Massachusetts.
  • C. Staples High School
    Staples High School is a prominent public high school in Westport, Connecticut, known for its strong academics, arts, and athletics programs.
  • D. Taylor School District
    Taylor School District is a public school district based in Taylor, Michigan, that provides K–12 education to students in Taylor and parts of nearby communities such as Inkster.
  • E. Bow School District
    Bow School District is the public school system serving the town of Bow in Merrimack County, New Hampshire.
  • 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_69ca8388549c819095fd94eadefbb007 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc606adde08190825dbdabd199c025 completed April 1, 2026, 12:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69cf898a478c81908f138a78f331b87d completed April 3, 2026, 9:34 a.m.
NEDg Description generation batch_69cf8d66cb5081908efaa1d96829ebe8 completed April 3, 2026, 9:50 a.m.
NED2 Entity disambiguation (via description) batch_69cf8defb0508190b2341ba8e79da2af completed April 3, 2026, 9:52 a.m.
Created at: March 30, 2026, 6:48 p.m.