Triple

T16902163
Position Surface form Disambiguated ID Type / Status
Subject Elaine Chao E424462 entity
Predicate employer P7 FINISHED
Object United Way of America
United Way of America is a major U.S. nonprofit organization that coordinates charitable fundraising and community support programs through a nationwide network of local United Way agencies.
E1239597 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: United Way of America | Statement: [Elaine Chao, employer, United Way of America]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United Way of America
Context triple: [Elaine Chao, employer, United Way of America]
  • A. United Way Worldwide
    United Way Worldwide is a global nonprofit network that coordinates and supports local United Way organizations in addressing community needs through philanthropy, volunteerism, and social impact initiatives.
  • B. United Way of New York City
    United Way of New York City is a nonprofit organization that mobilizes resources and partnerships to improve education, financial stability, and health outcomes for underserved communities across New York City.
  • C. United Way of Massachusetts Bay and Merrimack Valley
    United Way of Massachusetts Bay and Merrimack Valley is a regional nonprofit organization that mobilizes resources and partnerships to improve education, financial stability, and health outcomes for communities in eastern Massachusetts and southern New Hampshire.
  • D. United Way of America Board of Governors
    The United Way of America Board of Governors is the national governing body that provides strategic leadership and oversight for the United Way charitable network in the United States.
  • E. Union Rescue Mission
    Union Rescue Mission is a prominent faith-based homeless services organization in Los Angeles that provides shelter, meals, recovery programs, and support to individuals and families in need, particularly in the Skid Row area.
  • 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: United Way of America
Triple: [Elaine Chao, employer, United Way of America]
Generated description
United Way of America is a major U.S. nonprofit organization that coordinates charitable fundraising and community support programs through a nationwide network of local United Way agencies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United Way of America
Target entity description: United Way of America is a major U.S. nonprofit organization that coordinates charitable fundraising and community support programs through a nationwide network of local United Way agencies.
  • A. United Way Worldwide
    United Way Worldwide is a global nonprofit network that coordinates and supports local United Way organizations in addressing community needs through philanthropy, volunteerism, and social impact initiatives.
  • B. United Way of New York City
    United Way of New York City is a nonprofit organization that mobilizes resources and partnerships to improve education, financial stability, and health outcomes for underserved communities across New York City.
  • C. United Way of Massachusetts Bay and Merrimack Valley
    United Way of Massachusetts Bay and Merrimack Valley is a regional nonprofit organization that mobilizes resources and partnerships to improve education, financial stability, and health outcomes for communities in eastern Massachusetts and southern New Hampshire.
  • D. United Way of America Board of Governors
    The United Way of America Board of Governors is the national governing body that provides strategic leadership and oversight for the United Way charitable network in the United States.
  • E. Union Rescue Mission
    Union Rescue Mission is a prominent faith-based homeless services organization in Los Angeles that provides shelter, meals, recovery programs, and support to individuals and families in need, particularly in the Skid Row area.
  • 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_69d889da3e8c8190a2b118f383f0beac completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e3c8dd2bf08190b1dc099e8a23cd04 completed April 18, 2026, 6:09 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00c7b273608190b552d8dc22bc51ef completed May 10, 2026, 6 p.m.
NEDg Description generation batch_6a00c88e83b88190919cfa0d10112e53 completed May 10, 2026, 6:03 p.m.
NED2 Entity disambiguation (via description) batch_6a00c90bfeb0819098b93a22d5886c6f completed May 10, 2026, 6:06 p.m.
Created at: April 10, 2026, 5:30 a.m.