Triple

T8569575
Position Surface form Disambiguated ID Type / Status
Subject James Shaw Jr. E202892 entity
Predicate educatedAt P5 FINISHED
Object Brightwood College
Brightwood College was a now-defunct for-profit career college chain in the United States that offered vocational and technical programs across multiple campuses.
 E742441 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: Brightwood College | Statement: [James Shaw Jr., educatedAt, Brightwood College]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brightwood College
Context triple: [James Shaw Jr., educatedAt, Brightwood College]
  • A. Oakwood University
    Oakwood University is a historically Black, Seventh-day Adventist institution of higher education located in Huntsville, Alabama.
  • B. Olive-Harvey College
    Olive-Harvey College is a public community college on Chicago’s South Side, known for its focus on transportation, distribution, logistics, and public safety programs.
  • C. Monivae College
    Monivae College is an independent Catholic secondary school in Hamilton, Victoria, Australia, run by the Missionaries of the Sacred Heart.
  • D. Plainfield College
    Plainfield College was a small 19th-century Illinois institution that later evolved into what is now known as North Central College.
  • E. Goodwin University
    Goodwin University is a private, career-focused institution of higher education located in the Greater Hartford area of Connecticut.
  • 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: Brightwood College
Triple: [James Shaw Jr., educatedAt, Brightwood College]
Generated description
Brightwood College was a now-defunct for-profit career college chain in the United States that offered vocational and technical programs across multiple campuses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brightwood College
Target entity description: Brightwood College was a now-defunct for-profit career college chain in the United States that offered vocational and technical programs across multiple campuses.
  • A. Oakwood University
    Oakwood University is a historically Black, Seventh-day Adventist institution of higher education located in Huntsville, Alabama.
  • B. Olive-Harvey College
    Olive-Harvey College is a public community college on Chicago’s South Side, known for its focus on transportation, distribution, logistics, and public safety programs.
  • C. Monivae College
    Monivae College is an independent Catholic secondary school in Hamilton, Victoria, Australia, run by the Missionaries of the Sacred Heart.
  • D. Plainfield College
    Plainfield College was a small 19th-century Illinois institution that later evolved into what is now known as North Central College.
  • E. Goodwin University
    Goodwin University is a private, career-focused institution of higher education located in the Greater Hartford area of Connecticut.
  • 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_69ca8327b0a881908606ff860713964d completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbea4091f48190b5174d7a5cfd2bd8 completed March 31, 2026, 3:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce897a958c81909b611fac377e26ca completed April 2, 2026, 3:21 p.m.
NEDg Description generation batch_69ce8a9df47c81909ba9ef8dff1db7b1 completed April 2, 2026, 3:26 p.m.
NED2 Entity disambiguation (via description) batch_69ce8b48841c8190bcf11aeb25355649 completed April 2, 2026, 3:29 p.m.
Created at: March 30, 2026, 6:21 p.m.