Triple

T794956
Position Surface form Disambiguated ID Type / Status
Subject Twentynine Palms, California E16996 entity
Predicate hasEducationalDistrict P226 FINISHED
Object Morongo Unified School District
Morongo Unified School District is a public school district serving students in Twentynine Palms and surrounding communities in the High Desert region of Southern California.
E95674 NE FINISHED

How this triple was built (5 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: Morongo Unified School District | Statement: [Twentynine Palms, California, hasEducationalDistrict, Morongo Unified School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Morongo Unified School District
Context triple: [Twentynine Palms, California, hasEducationalDistrict, Morongo Unified School District]
  • A. Wamego High School
    Wamego High School is a public secondary school serving students in the Wamego community and surrounding areas of northeastern Kansas.
  • B. Golden City R-III School District
    Golden City R-III School District is a public school district serving the community of Golden City and surrounding areas in Barton County, Missouri.
  • C. Los Alamos Public Schools
    Los Alamos Public Schools is the public school district serving students in Los Alamos, New Mexico, operating multiple schools including the community’s primary high school.
  • D. Ellis USD 388
    Ellis USD 388 is a public school district serving students in and around the city of Ellis in western Kansas.
  • E. Redding School District
    Redding School District is the public school system serving students in the town of Redding, Connecticut.
  • 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: Morongo Unified School District
Triple: [Twentynine Palms, California, hasEducationalDistrict, Morongo Unified School District]
Generated description
Morongo Unified School District is a public school district serving students in Twentynine Palms and surrounding communities in the High Desert region of Southern California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Morongo Unified School District
Target entity description: Morongo Unified School District is a public school district serving students in Twentynine Palms and surrounding communities in the High Desert region of Southern California.
  • A. Wamego High School
    Wamego High School is a public secondary school serving students in the Wamego community and surrounding areas of northeastern Kansas.
  • B. Golden City R-III School District
    Golden City R-III School District is a public school district serving the community of Golden City and surrounding areas in Barton County, Missouri.
  • C. Los Alamos Public Schools
    Los Alamos Public Schools is the public school district serving students in Los Alamos, New Mexico, operating multiple schools including the community’s primary high school.
  • D. Ellis USD 388
    Ellis USD 388 is a public school district serving students in and around the city of Ellis in western Kansas.
  • E. Redding School District
    Redding School District is the public school system serving students in the town of Redding, Connecticut.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasEducationalDistrict
Context triple: [Twentynine Palms, California, hasEducationalDistrict, Morongo Unified School District]
  • A. schoolDistrict chosen
    Indicates that one entity is a school district that administers, oversees, or serves the other entity (such as a school or geographic area).
  • B. containsEducationalInstitution
    Indicates that one entity geographically or administratively includes or encompasses an educational institution within its boundaries or structure.
  • C. schoolBoard
    Indicates that an entity serves as or is governed by a school board responsible for overseeing educational policies and administration.
  • D. isEducationalCenterOf
    Indicates that an institution functions as the primary educational center serving, representing, or associated with a particular area, organization, or group.
  • E. alsoAttendedSchool
    Indicates that two or more entities attended the same school in addition to any other schools they may have attended.
  • F. None of above.

Provenance (6 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_69a4936cb7448190914f5fe4b8d81607 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a7b04cd8819092e2fd7ba4df8672 completed March 1, 2026, 8:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69a689227bfc8190a4378f0093dca7ef completed March 3, 2026, 7:09 a.m.
NEDg Description generation batch_69a689c9974c819082082cd83fe46cbc completed March 3, 2026, 7:12 a.m.
NED2 Entity disambiguation (via description) batch_69a6d763a7848190ba4d5266d581acdb completed March 3, 2026, 12:43 p.m.
PD Predicate disambiguation batch_69a4a510f61881909175d6d8719246cd completed March 1, 2026, 8:44 p.m.
Created at: March 1, 2026, 7:38 p.m.