Triple

T708754
Position Surface form Disambiguated ID Type / Status
Subject Front Royal E14159 entity
Predicate hasEducationalInstitution P113 FINISHED
Object Randolph-Macon Academy
Randolph-Macon Academy is a private, college-preparatory military boarding school located in Front Royal, Virginia.
 E101177 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: Randolph-Macon Academy | Statement: [Front Royal, hasEducationalInstitution, Randolph-Macon Academy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Randolph-Macon Academy
Context triple: [Front Royal, hasEducationalInstitution, Randolph-Macon Academy]
  • A. Choate Rosemary Hall
    Choate Rosemary Hall is a prestigious private boarding and day preparatory school in Wallingford, Connecticut, known for educating numerous prominent American political and business leaders.
  • B. Harvard School for Boys
    Harvard School for Boys was a private preparatory school in New York City known for educating students from prominent families, including future actor Douglas Fairbanks Jr.
  • C. Deerfield Academy
    Deerfield Academy is a prestigious private boarding and day preparatory school in Deerfield, Massachusetts, known for its rigorous academics, historic campus, and longstanding New England prep school traditions.
  • D. Phillips Academy Andover
    Phillips Academy Andover is a prestigious, historic private boarding high school in Andover, Massachusetts, known for its rigorous academics and influential alumni.
  • E. Milton Academy
    Milton Academy is a prestigious independent college-preparatory day and boarding school known for its rigorous academics and historic campus just outside Boston.
  • 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: Randolph-Macon Academy
Triple: [Front Royal, hasEducationalInstitution, Randolph-Macon Academy]
Generated description
Randolph-Macon Academy is a private, college-preparatory military boarding school located in Front Royal, Virginia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Randolph-Macon Academy
Target entity description: Randolph-Macon Academy is a private, college-preparatory military boarding school located in Front Royal, Virginia.
  • A. Choate Rosemary Hall
    Choate Rosemary Hall is a prestigious private boarding and day preparatory school in Wallingford, Connecticut, known for educating numerous prominent American political and business leaders.
  • B. Harvard School for Boys
    Harvard School for Boys was a private preparatory school in New York City known for educating students from prominent families, including future actor Douglas Fairbanks Jr.
  • C. Deerfield Academy
    Deerfield Academy is a prestigious private boarding and day preparatory school in Deerfield, Massachusetts, known for its rigorous academics, historic campus, and longstanding New England prep school traditions.
  • D. Phillips Academy Andover
    Phillips Academy Andover is a prestigious, historic private boarding high school in Andover, Massachusetts, known for its rigorous academics and influential alumni.
  • E. Milton Academy
    Milton Academy is a prestigious independent college-preparatory day and boarding school known for its rigorous academics and historic campus just outside Boston.
  • 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_69a493494ec48190ae6751683625a9ba completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a548e6dc819090d31ce33493a396 completed March 1, 2026, 8:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7a3a6bcf88190aff5bd3db264f475 completed March 4, 2026, 3:14 a.m.
NEDg Description generation batch_69a7a587591c81909b05e00ef5c3d896 completed March 4, 2026, 3:22 a.m.
NED2 Entity disambiguation (via description) batch_69a7a609da188190827eb7deddcca47b completed March 4, 2026, 3:24 a.m.
Created at: March 1, 2026, 7:36 p.m.