Triple

T15453580
Position Surface form Disambiguated ID Type / Status
Subject Kresge Foundation E371711 entity
Predicate hasProgram P178 FINISHED
Object Human Services Program
The Human Services Program is a Kresge Foundation initiative that supports organizations and policies aimed at improving economic mobility and social well-being for low-income individuals and families.
 E1157539 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: Human Services Program | Statement: [Kresge Foundation, hasProgram, Human Services Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Human Services Program
Context triple: [Kresge Foundation, hasProgram, Human Services Program]
  • A. Human Services Department
    The Human Services Department is a municipal agency in Hanover Township that provides social support, community assistance, and related public welfare services to residents.
  • B. Protection and Advocacy Systems program
    The Protection and Advocacy Systems program is a nationwide network of federally mandated organizations that protect and advance the rights of people with disabilities through legal advocacy, investigation, and representation.
  • C. In-Home Supportive Services program
    The In-Home Supportive Services program is a California public assistance program that helps low-income elderly, blind, and disabled individuals receive personal care and domestic services in their own homes to avoid institutionalization.
  • D. Housing Program
    The Housing Program is a Saudi government initiative under Vision 2030 aimed at increasing homeownership, improving housing quality, and developing a sustainable, accessible residential real estate sector.
  • E. Department of Human Services
    The Department of Human Services is a local government agency in Arlington County that provides social, health, and support services to residents in need.
  • 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: Human Services Program
Triple: [Kresge Foundation, hasProgram, Human Services Program]
Generated description
The Human Services Program is a Kresge Foundation initiative that supports organizations and policies aimed at improving economic mobility and social well-being for low-income individuals and families.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Human Services Program
Target entity description: The Human Services Program is a Kresge Foundation initiative that supports organizations and policies aimed at improving economic mobility and social well-being for low-income individuals and families.
  • A. Human Services Department
    The Human Services Department is a municipal agency in Hanover Township that provides social support, community assistance, and related public welfare services to residents.
  • B. Protection and Advocacy Systems program
    The Protection and Advocacy Systems program is a nationwide network of federally mandated organizations that protect and advance the rights of people with disabilities through legal advocacy, investigation, and representation.
  • C. In-Home Supportive Services program
    The In-Home Supportive Services program is a California public assistance program that helps low-income elderly, blind, and disabled individuals receive personal care and domestic services in their own homes to avoid institutionalization.
  • D. Housing Program
    The Housing Program is a Saudi government initiative under Vision 2030 aimed at increasing homeownership, improving housing quality, and developing a sustainable, accessible residential real estate sector.
  • E. Department of Human Services
    The Department of Human Services is a local government agency in Arlington County that provides social, health, and support services to residents in need.
  • 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_69d85cc8bd308190886949510b42e764 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03f131b1481909ff099c3b844ee07 completed April 16, 2026, 1:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff21b5e1788190bdc8182822f25fa1 completed May 9, 2026, 11:59 a.m.
NEDg Description generation batch_69ff2432dce481908e469a024e31e8be completed May 9, 2026, 12:10 p.m.
NED2 Entity disambiguation (via description) batch_69ff2484bb948190985d0714b9c19ee3 completed May 9, 2026, 12:11 p.m.
Created at: April 10, 2026, 3:31 a.m.