Triple

T14022842
Position Surface form Disambiguated ID Type / Status
Subject Highland Springs E337377 entity
Predicate hasElementarySchool P113 FINISHED
Object Highland Springs Elementary School
Highland Springs Elementary School is a public primary school serving young students in the Highland Springs community.
E1078717 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: Highland Springs Elementary School | Statement: [Highland Springs, hasElementarySchool, Highland Springs Elementary School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Highland Springs Elementary School
Context triple: [Highland Springs, hasElementarySchool, Highland Springs Elementary School]
  • A. Highland Springs High School
    Highland Springs High School is a public secondary school serving the Highland Springs community in Henrico County, Virginia.
  • B. Highland Elementary School
    Highland Elementary School is a public primary school serving early-grade students in the Inglewood area of California.
  • C. Highlands Elementary School
    Highlands Elementary School is a public elementary school in Braintree, Massachusetts, serving young students within the Braintree Public Schools district.
  • D. Highlands Elementary School
    Highlands Elementary School is a public elementary school serving young students in the Naperville, Illinois area as part of the local community’s K–12 education system.
  • E. Springs School
    Springs School is a public primary school serving the local community of Springs in East Hampton, New York.
  • 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: Highland Springs Elementary School
Triple: [Highland Springs, hasElementarySchool, Highland Springs Elementary School]
Generated description
Highland Springs Elementary School is a public primary school serving young students in the Highland Springs community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Highland Springs Elementary School
Target entity description: Highland Springs Elementary School is a public primary school serving young students in the Highland Springs community.
  • A. Highland Springs High School
    Highland Springs High School is a public secondary school serving the Highland Springs community in Henrico County, Virginia.
  • B. Highland Elementary School
    Highland Elementary School is a public primary school serving early-grade students in the Inglewood area of California.
  • C. Highlands Elementary School
    Highlands Elementary School is a public elementary school in Braintree, Massachusetts, serving young students within the Braintree Public Schools district.
  • D. Highlands Elementary School
    Highlands Elementary School is a public elementary school serving young students in the Naperville, Illinois area as part of the local community’s K–12 education system.
  • E. Springs School
    Springs School is a public primary school serving the local community of Springs in East Hampton, New York.
  • 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_69d81c6543a48190bd5ba93d7419e797 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2f3d87b88190b038d334f4965369 completed April 14, 2026, 12:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcb655bb34819097fe88ba76464be8 completed May 7, 2026, 3:57 p.m.
NEDg Description generation batch_69fcc9d5db18819083135d6460742638 completed May 7, 2026, 5:20 p.m.
NED2 Entity disambiguation (via description) batch_69fcca802ba0819086700228da674b2d completed May 7, 2026, 5:23 p.m.
Created at: April 9, 2026, 10:19 p.m.