Triple

T7625710
Position Surface form Disambiguated ID Type / Status
Subject Ringgold, Georgia E172624 entity
Predicate hasFacility P105 FINISHED
Object Ringgold Primary School
Ringgold Primary School is an early childhood and elementary education institution serving young students in the Ringgold, Georgia community.
 E680874 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: Ringgold Primary School | Statement: [Ringgold, Georgia, hasFacility, Ringgold Primary School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ringgold Primary School
Context triple: [Ringgold, Georgia, hasFacility, Ringgold Primary School]
  • A. Anita Scott Elementary School
    Anita Scott Elementary School is a public elementary campus serving early-grade students in the Royse City, Texas area as part of the Royse City Independent School District.
  • B. Margaret Ross Elementary School
    Margaret Ross Elementary School is a public primary school serving young students in Hopewell Township in Beaver County, Pennsylvania.
  • C. Laning Avenue School
    Laning Avenue School is a public elementary school serving young students in the suburban community of Verona, New Jersey.
  • D. Burnet Hill Elementary School
    Burnet Hill Elementary School is a public primary school serving early-grade students in the suburban community of Livingston, New Jersey.
  • E. Williams Elementary School
    Williams Elementary School is a public primary school that serves young students within the Newton Public Schools district in Newton, Massachusetts.
  • 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: Ringgold Primary School
Triple: [Ringgold, Georgia, hasFacility, Ringgold Primary School]
Generated description
Ringgold Primary School is an early childhood and elementary education institution serving young students in the Ringgold, Georgia community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ringgold Primary School
Target entity description: Ringgold Primary School is an early childhood and elementary education institution serving young students in the Ringgold, Georgia community.
  • A. Anita Scott Elementary School
    Anita Scott Elementary School is a public elementary campus serving early-grade students in the Royse City, Texas area as part of the Royse City Independent School District.
  • B. Margaret Ross Elementary School
    Margaret Ross Elementary School is a public primary school serving young students in Hopewell Township in Beaver County, Pennsylvania.
  • C. Laning Avenue School
    Laning Avenue School is a public elementary school serving young students in the suburban community of Verona, New Jersey.
  • D. Burnet Hill Elementary School
    Burnet Hill Elementary School is a public primary school serving early-grade students in the suburban community of Livingston, New Jersey.
  • E. Williams Elementary School
    Williams Elementary School is a public primary school that serves young students within the Newton Public Schools district in Newton, Massachusetts.
  • 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_69c699517e348190bd3348b6889200f2 completed March 27, 2026, 2:50 p.m.
NER Named-entity recognition batch_69c6fa8039148190a492a0a25bcc7c55 completed March 27, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8a212d0888190a40cdf32ef53d993 completed March 29, 2026, 3:52 a.m.
NEDg Description generation batch_69c8a30d3fac8190bec7e2748bc8f17e completed March 29, 2026, 3:57 a.m.
NED2 Entity disambiguation (via description) batch_69c8a3d2e660819099f90a9e43310381 completed March 29, 2026, 4 a.m.
Created at: March 27, 2026, 3:56 p.m.