Triple

T10074013
Position Surface form Disambiguated ID Type / Status
Subject Marion, Iowa E213701 entity
Predicate hasSchoolDistrict P226 FINISHED
Object Marion Independent School District
Marion Independent School District is a public school district serving students in and around the city of Marion in eastern Iowa.
E845218 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: Marion Independent School District | Statement: [Marion, Iowa, hasSchoolDistrict, Marion Independent School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marion Independent School District
Context triple: [Marion, Iowa, hasSchoolDistrict, Marion 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. Allen Independent School District
    Allen Independent School District is a public school district serving the city of Allen and surrounding areas in the northern Dallas–Fort Worth metropolitan region of Texas.
  • C. Tyler Independent School District
    Tyler Independent School District is a public school district in Tyler, Texas, known for its central role as the petitioner in the landmark U.S. Supreme Court case Plyler v. Doe concerning the education rights of undocumented children.
  • D. Carroll Independent School District
    Carroll Independent School District is a highly regarded public school district serving the community of Southlake, Texas, known for its strong academic performance and successful extracurricular programs.
  • E. Crawford Independent School District
    Crawford Independent School District is a public school district serving the educational needs of students in and around the small community of Crawford in central 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: Marion Independent School District
Triple: [Marion, Iowa, hasSchoolDistrict, Marion Independent School District]
Generated description
Marion Independent School District is a public school district serving students in and around the city of Marion in eastern Iowa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marion Independent School District
Target entity description: Marion Independent School District is a public school district serving students in and around the city of Marion in eastern Iowa.
  • 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. Allen Independent School District
    Allen Independent School District is a public school district serving the city of Allen and surrounding areas in the northern Dallas–Fort Worth metropolitan region of Texas.
  • C. Tyler Independent School District
    Tyler Independent School District is a public school district in Tyler, Texas, known for its central role as the petitioner in the landmark U.S. Supreme Court case Plyler v. Doe concerning the education rights of undocumented children.
  • D. Carroll Independent School District
    Carroll Independent School District is a highly regarded public school district serving the community of Southlake, Texas, known for its strong academic performance and successful extracurricular programs.
  • E. Crawford Independent School District
    Crawford Independent School District is a public school district serving the educational needs of students in and around the small community of Crawford in central 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_69ca839add308190b57d53b4ec21f2d0 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cdd015ad488190aee3a2bfb58fb855 completed April 2, 2026, 2:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d30041f8a88190b24de139e4acf9bb completed April 6, 2026, 12:37 a.m.
NEDg Description generation batch_69d301dd614481909b357f319ba5e876 completed April 6, 2026, 12:44 a.m.
NED2 Entity disambiguation (via description) batch_69d302978e808190a9f5371a2bf4abce completed April 6, 2026, 12:47 a.m.
Created at: March 30, 2026, 8:59 p.m.