Triple

T8837675
Position Surface form Disambiguated ID Type / Status
Subject Stafford County, Kansas E210305 entity
Predicate hasSchoolDistrict P226 FINISHED
Object Macksville USD 351
Macksville USD 351 is a public school district serving the educational needs of students in and around Macksville in Stafford County, Kansas.
E761577 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: Macksville USD 351 | Statement: [Stafford County, Kansas, hasSchoolDistrict, Macksville USD 351]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Macksville USD 351
Context triple: [Stafford County, Kansas, hasSchoolDistrict, Macksville USD 351]
  • A. Macksville High School
    Macksville High School is a public secondary school serving students in the small rural community of Macksville, Kansas.
  • B. Macksville Public School
    Macksville Public School is a co-educational government primary school serving the local community of Macksville, New South Wales, Australia.
  • C. Orient-Macksburg Community School District
    Orient-Macksburg Community School District is a rural public school district serving the communities around Orient and Macksburg in southwestern Iowa.
  • D. Savanna School District
    Savanna School District is a public elementary school district in northern Orange County, California, serving parts of cities such as La Palma and Anaheim.
  • E. Canon-McMillan School District
    Canon-McMillan School District is a public school district in Washington County, Pennsylvania, serving students from several communities including Cecil Township and the surrounding area.
  • 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: Macksville USD 351
Triple: [Stafford County, Kansas, hasSchoolDistrict, Macksville USD 351]
Generated description
Macksville USD 351 is a public school district serving the educational needs of students in and around Macksville in Stafford County, Kansas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Macksville USD 351
Target entity description: Macksville USD 351 is a public school district serving the educational needs of students in and around Macksville in Stafford County, Kansas.
  • A. Macksville High School
    Macksville High School is a public secondary school serving students in the small rural community of Macksville, Kansas.
  • B. Macksville Public School
    Macksville Public School is a co-educational government primary school serving the local community of Macksville, New South Wales, Australia.
  • C. Orient-Macksburg Community School District
    Orient-Macksburg Community School District is a rural public school district serving the communities around Orient and Macksburg in southwestern Iowa.
  • D. Savanna School District
    Savanna School District is a public elementary school district in northern Orange County, California, serving parts of cities such as La Palma and Anaheim.
  • E. Canon-McMillan School District
    Canon-McMillan School District is a public school district in Washington County, Pennsylvania, serving students from several communities including Cecil Township and the surrounding area.
  • 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.