Triple

T10987968
Position Surface form Disambiguated ID Type / Status
Subject Elbert Frank Cox E259678 entity
Predicate employer P7 FINISHED
Object Louisville Municipal College
Louisville Municipal College was a historically Black liberal arts college in Louisville, Kentucky, that operated as the African American branch of the University of Louisville during the era of segregation.
 E898306 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: Louisville Municipal College | Statement: [Elbert Frank Cox, employer, Louisville Municipal College]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Louisville Municipal College
Context triple: [Elbert Frank Cox, employer, Louisville Municipal College]
  • A. University of Louisville
    The University of Louisville is a public research university in Louisville, Kentucky, known for its strong academic programs and prominent NCAA Division I athletics.
  • B. Georgetown College
    Georgetown College is a private Christian liberal arts college in Georgetown, Kentucky, known for its undergraduate programs in the arts and sciences.
  • C. Georgetown College
    Georgetown College is the undergraduate liberal arts and sciences school of Georgetown University, offering a broad range of majors in the humanities, social sciences, and natural sciences.
  • D. Morehead State University
    Morehead State University is a public university in Morehead, Kentucky, known for its regional academic programs and NCAA Division I athletics.
  • E. Berea College
    Berea College is a private liberal arts work college in Berea, Kentucky, known for offering tuition-free education to students, particularly from Appalachia and low-income backgrounds.
  • 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: Louisville Municipal College
Triple: [Elbert Frank Cox, employer, Louisville Municipal College]
Generated description
Louisville Municipal College was a historically Black liberal arts college in Louisville, Kentucky, that operated as the African American branch of the University of Louisville during the era of segregation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Louisville Municipal College
Target entity description: Louisville Municipal College was a historically Black liberal arts college in Louisville, Kentucky, that operated as the African American branch of the University of Louisville during the era of segregation.
  • A. University of Louisville
    The University of Louisville is a public research university in Louisville, Kentucky, known for its strong academic programs and prominent NCAA Division I athletics.
  • B. Georgetown College
    Georgetown College is a private Christian liberal arts college in Georgetown, Kentucky, known for its undergraduate programs in the arts and sciences.
  • C. Georgetown College
    Georgetown College is the undergraduate liberal arts and sciences school of Georgetown University, offering a broad range of majors in the humanities, social sciences, and natural sciences.
  • D. Morehead State University
    Morehead State University is a public university in Morehead, Kentucky, known for its regional academic programs and NCAA Division I athletics.
  • E. Berea College
    Berea College is a private liberal arts work college in Berea, Kentucky, known for offering tuition-free education to students, particularly from Appalachia and low-income backgrounds.
  • 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_69d6aa8a6a548190a750f944ccdc8064 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d787b574d08190adec34b814a26437 completed April 9, 2026, 11:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69e344f95ab88190bbce8f0eab0b2713 completed April 18, 2026, 8:46 a.m.
NEDg Description generation batch_69e3556e8b408190a02a1fe194ae5750 completed April 18, 2026, 9:57 a.m.
NED2 Entity disambiguation (via description) batch_69e3591ecd548190b049ce95fe3f86d9 completed April 18, 2026, 10:12 a.m.
Created at: April 8, 2026, 9:24 p.m.