Triple

T20377849
Position Surface form Disambiguated ID Type / Status
Subject Boiling Springs, South Carolina E497739 entity
Predicate hasMiddleSchool P113 FINISHED
Object Boiling Springs Middle School
Boiling Springs Middle School is a public middle school serving students in the Boiling Springs community of Spartanburg County, South Carolina.
 E1428224 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: Boiling Springs Middle School | Statement: [Boiling Springs, South Carolina, hasMiddleSchool, Boiling Springs Middle School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Boiling Springs Middle School
Context triple: [Boiling Springs, South Carolina, hasMiddleSchool, Boiling Springs Middle School]
  • A. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • B. Bohannon Middle School
    Bohannon Middle School is a public middle school serving students in the San Lorenzo area of California.
  • C. Boonsboro Middle School
    Boonsboro Middle School is a public middle school serving students in the Boonsboro area of Washington County, Maryland.
  • D. Wood Middle School
    Wood Middle School is a public middle school located in Alameda, California, serving students in grades 6–8 within the Alameda Unified School District.
  • E. J.C. Booth Middle School
    J.C. Booth Middle School is a public middle school in Fayette County, Georgia, serving students in grades 6–8 as part of the local county school system.
  • 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: Boiling Springs Middle School
Triple: [Boiling Springs, South Carolina, hasMiddleSchool, Boiling Springs Middle School]
Generated description
Boiling Springs Middle School is a public middle school serving students in the Boiling Springs community of Spartanburg County, South Carolina.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Boiling Springs Middle School
Target entity description: Boiling Springs Middle School is a public middle school serving students in the Boiling Springs community of Spartanburg County, South Carolina.
  • A. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • B. Bohannon Middle School
    Bohannon Middle School is a public middle school serving students in the San Lorenzo area of California.
  • C. Boonsboro Middle School
    Boonsboro Middle School is a public middle school serving students in the Boonsboro area of Washington County, Maryland.
  • D. Wood Middle School
    Wood Middle School is a public middle school located in Alameda, California, serving students in grades 6–8 within the Alameda Unified School District.
  • E. J.C. Booth Middle School
    J.C. Booth Middle School is a public middle school in Fayette County, Georgia, serving students in grades 6–8 as part of the local county school system.
  • 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_69e0b4a5b7908190a972e4e7e698ae94 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e678ae3468819087d7db7e1b79efc7 completed April 20, 2026, 7:04 p.m.
NED1 Entity disambiguation (via context triple) batch_6a087614b27c8190b5507fc1f2ef2891 completed May 16, 2026, 1:50 p.m.
NEDg Description generation batch_6a08778ad444819094ab2194a97091bd completed May 16, 2026, 1:56 p.m.
NED2 Entity disambiguation (via description) batch_6a08786c55cc81909d7195602f483d13 completed May 16, 2026, 2 p.m.
Created at: April 16, 2026, 11:27 a.m.