Triple

T22647553
Position Surface form Disambiguated ID Type / Status
Subject Calhoun City Schools E559003 entity
Predicate operates P24 FINISHED
Object Calhoun Middle School
Calhoun Middle School is a public middle school serving students in the Calhoun City Schools district in Calhoun, Georgia.
 E1549918 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: Calhoun Middle School | Statement: [Calhoun City Schools, operates, Calhoun Middle School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Calhoun Middle School
Context triple: [Calhoun City Schools, operates, Calhoun Middle School]
  • A. Calhoun Middle School
    Calhoun Middle School is a public middle school serving students in the Calhoun, Louisiana community.
  • B. Calhoun Elementary School
    Calhoun Elementary School is a primary education institution serving young students in the community of Calhoun, Louisiana.
  • C. Calhoun Primary School
    Calhoun Primary School is an early childhood and elementary education school serving young students in the Calhoun City Schools district in Calhoun, Georgia.
  • D. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • E. Calvert Middle School
    Calvert Middle School is a public middle school serving students in the Prince Frederick area of Calvert County, Maryland.
  • 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: Calhoun Middle School
Triple: [Calhoun City Schools, operates, Calhoun Middle School]
Generated description
Calhoun Middle School is a public middle school serving students in the Calhoun City Schools district in Calhoun, Georgia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Calhoun Middle School
Target entity description: Calhoun Middle School is a public middle school serving students in the Calhoun City Schools district in Calhoun, Georgia.
  • A. Calhoun Middle School
    Calhoun Middle School is a public middle school serving students in the Calhoun, Louisiana community.
  • B. Calhoun Elementary School
    Calhoun Elementary School is a primary education institution serving young students in the community of Calhoun, Louisiana.
  • C. Calhoun Primary School
    Calhoun Primary School is an early childhood and elementary education school serving young students in the Calhoun City Schools district in Calhoun, Georgia.
  • D. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • E. Calvert Middle School
    Calvert Middle School is a public middle school serving students in the Prince Frederick area of Calvert County, Maryland.
  • 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_69e24547f7fc819086e2c4ba3b979657 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f17039c2bc8190972a7c169b27005c completed April 29, 2026, 2:43 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b7ec3d6a881909787175a54f38aea completed May 18, 2026, 9:04 p.m.
NEDg Description generation batch_6a0b7f6082e88190bdc94bf4af870fba completed May 18, 2026, 9:06 p.m.
NED2 Entity disambiguation (via description) batch_6a0b7fde67fc8190b51edc5c3dac629b completed May 18, 2026, 9:08 p.m.
Created at: April 17, 2026, 3:05 p.m.