Triple

T1601426
Position Surface form Disambiguated ID Type / Status
Subject Team LeBron E34400 entity
Predicate charityBeneficiary P16661 FINISHED
Object Chicago Scholars
Chicago Scholars is a nonprofit organization that supports under-resourced and first-generation Chicago students in getting to and through college and into successful careers.
E181309 NE FINISHED

How this triple was built (5 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: Chicago Scholars | Statement: [Team LeBron, charityBeneficiary, Chicago Scholars]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chicago Scholars
Context triple: [Team LeBron, charityBeneficiary, Chicago Scholars]
  • A. Chicago State University
    Chicago State University is a public university on Chicago’s South Side known for serving a diverse, largely commuter student body with a focus on professional and community-oriented programs.
  • B. University of Chicago Board of Trustees
    The University of Chicago Board of Trustees is the university’s primary governing body, responsible for overseeing its strategic direction, financial health, and institutional policies.
  • C. University of Chicago
    The University of Chicago is a private research university in Chicago renowned for its rigorous academics, influential scholarship across disciplines, and significant contributions to economics, law, and the social sciences.
  • D. DePaul University
    DePaul University is a private Roman Catholic university in Chicago known for its urban campuses, diverse student body, and strong programs in business, law, and the arts.
  • E. University of Chicago Press
    The University of Chicago Press is a major American academic publisher known for its influential scholarly journals and books across the humanities, social sciences, and natural sciences.
  • 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: Chicago Scholars
Triple: [Team LeBron, charityBeneficiary, Chicago Scholars]
Generated description
Chicago Scholars is a nonprofit organization that supports under-resourced and first-generation Chicago students in getting to and through college and into successful careers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chicago Scholars
Target entity description: Chicago Scholars is a nonprofit organization that supports under-resourced and first-generation Chicago students in getting to and through college and into successful careers.
  • A. Chicago State University
    Chicago State University is a public university on Chicago’s South Side known for serving a diverse, largely commuter student body with a focus on professional and community-oriented programs.
  • B. University of Chicago Board of Trustees
    The University of Chicago Board of Trustees is the university’s primary governing body, responsible for overseeing its strategic direction, financial health, and institutional policies.
  • C. University of Chicago
    The University of Chicago is a private research university in Chicago renowned for its rigorous academics, influential scholarship across disciplines, and significant contributions to economics, law, and the social sciences.
  • D. DePaul University
    DePaul University is a private Roman Catholic university in Chicago known for its urban campuses, diverse student body, and strong programs in business, law, and the arts.
  • E. University of Chicago Press
    The University of Chicago Press is a major American academic publisher known for its influential scholarly journals and books across the humanities, social sciences, and natural sciences.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: charityBeneficiary
Context triple: [Team LeBron, charityBeneficiary, Chicago Scholars]
  • A. philanthropicBeneficiary chosen
    Indicates that one entity is the recipient or target of another entity’s philanthropic giving or charitable support.
  • B. associatedCharity
    Indicates that one entity has a formal or recognized charitable affiliation or partnership with another entity.
  • C. charityNumber
    Indicates that an entity is associated with a specific registered charity identification number.
  • D. notablePhilanthropicBeneficiary
    Indicates that an entity is a significant recipient of philanthropic donations, support, or charitable contributions from another entity.
  • E. beneficiaries
    Indicates that certain entities receive advantages, profits, or positive outcomes from an action, event, or arrangement.
  • F. None of above.

Provenance (6 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_69a885fea6a481909fe83ba6441f1774 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a95b02cd448190be8e3db9a5a7bac0 completed March 5, 2026, 10:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad46ad15b081908b59df18224c7a8f completed March 8, 2026, 9:51 a.m.
NEDg Description generation batch_69ad4740c2788190a7ce80cb978a0b19 completed March 8, 2026, 9:54 a.m.
NED2 Entity disambiguation (via description) batch_69ad47bb63248190ba240c004b434686 completed March 8, 2026, 9:56 a.m.
PD Predicate disambiguation batch_69a907c1cad08190b9728dd557f39aa0 completed March 5, 2026, 4:34 a.m.
Created at: March 4, 2026, 7:28 p.m.