Triple

T2869730
Position Surface form Disambiguated ID Type / Status
Subject U.S. Route 501 E63528 entity
Predicate passesNear P416 FINISHED
Object Liberty University
Liberty University is a large private evangelical Christian university in Lynchburg, Virginia, known for its extensive online programs and conservative campus culture.
 E306090 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: Liberty University | Statement: [U.S. Route 501, passesNear, Liberty University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Liberty University
Context triple: [U.S. Route 501, passesNear, Liberty University]
  • A. Regent University
    Regent University is a private Christian university known for its emphasis on faith-based education and leadership training, offering a range of undergraduate and graduate programs both on campus and online.
  • B. King University
    King University is a private Christian university based in the Tri-Cities region of Tennessee and Virginia, offering a range of undergraduate and graduate degree programs.
  • C. Shenandoah University
    Shenandoah University is a private liberal arts university based in Winchester, Virginia, known for its programs in the arts, health professions, and business, and for serving the broader Northern Virginia region.
  • D. Lee University
    Lee University is a private Christian liberal arts university known for its strong emphasis on faith-based education and music programs, located in Cleveland, Tennessee.
  • E. Associated Colleges of the South
    The Associated Colleges of the South is a consortium of selective liberal arts colleges in the southern United States that collaborate on academic programs, resources, and initiatives.
  • 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: Liberty University
Triple: [U.S. Route 501, passesNear, Liberty University]
Generated description
Liberty University is a large private evangelical Christian university in Lynchburg, Virginia, known for its extensive online programs and conservative campus culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Liberty University
Target entity description: Liberty University is a large private evangelical Christian university in Lynchburg, Virginia, known for its extensive online programs and conservative campus culture.
  • A. Regent University
    Regent University is a private Christian university known for its emphasis on faith-based education and leadership training, offering a range of undergraduate and graduate programs both on campus and online.
  • B. King University
    King University is a private Christian university based in the Tri-Cities region of Tennessee and Virginia, offering a range of undergraduate and graduate degree programs.
  • C. Shenandoah University
    Shenandoah University is a private liberal arts university based in Winchester, Virginia, known for its programs in the arts, health professions, and business, and for serving the broader Northern Virginia region.
  • D. Lee University
    Lee University is a private Christian liberal arts university known for its strong emphasis on faith-based education and music programs, located in Cleveland, Tennessee.
  • E. Associated Colleges of the South
    The Associated Colleges of the South is a consortium of selective liberal arts colleges in the southern United States that collaborate on academic programs, resources, and initiatives.
  • 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_69ab4c42fb8c8190b36e161d47c03b81 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdfe15ff081908dd1dad62c292b2b completed March 7, 2026, 8:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69b01dabb19c8190822ac992ab764446 completed March 10, 2026, 1:33 p.m.
NEDg Description generation batch_69b01e34639c8190b1c6e8a14cd31d96 completed March 10, 2026, 1:35 p.m.
NED2 Entity disambiguation (via description) batch_69b01f5a6784819089499926fb115d9c completed March 10, 2026, 1:40 p.m.
Created at: March 6, 2026, 10:02 p.m.