Triple

T4595336
Position Surface form Disambiguated ID Type / Status
Subject Skid Row E100188 entity
Predicate hasSocialServiceProvider P13887 FINISHED
Object 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.
E458361 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: Union Rescue Mission | Statement: [Skid Row, hasSocialServiceProvider, Union Rescue Mission]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Union Rescue Mission
Context triple: [Skid Row, hasSocialServiceProvider, Union Rescue Mission]
  • A. New York City Mission Society
    New York City Mission Society is a longstanding New York City nonprofit organization dedicated to providing educational, social, and supportive services to underserved children, families, and communities.
  • B. Rescue Aid Society
    The Rescue Aid Society is an international mouse organization in Disney's "The Rescuers" films, dedicated to rescuing and helping those in distress.
  • C. Salvation Army
    The Salvation Army is a global Christian church and charitable organization known for its evangelical outreach, social services, and roots in the Holiness movement.
  • D. Catholic Charities USA network
    The Catholic Charities USA network is a nationwide association of Catholic social service agencies that provide a wide range of charitable, humanitarian, and community support programs across the United States.
  • E. American Red Cross
    The American Red Cross is a humanitarian organization in the United States that provides emergency assistance, disaster relief, and education in communities nationwide.
  • 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: Union Rescue Mission
Triple: [Skid Row, hasSocialServiceProvider, Union Rescue Mission]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Union Rescue Mission
Target entity description: 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.
  • A. New York City Mission Society
    New York City Mission Society is a longstanding New York City nonprofit organization dedicated to providing educational, social, and supportive services to underserved children, families, and communities.
  • B. Rescue Aid Society
    The Rescue Aid Society is an international mouse organization in Disney's "The Rescuers" films, dedicated to rescuing and helping those in distress.
  • C. Salvation Army
    The Salvation Army is a global Christian church and charitable organization known for its evangelical outreach, social services, and roots in the Holiness movement.
  • D. Catholic Charities USA network
    The Catholic Charities USA network is a nationwide association of Catholic social service agencies that provide a wide range of charitable, humanitarian, and community support programs across the United States.
  • E. American Red Cross
    The American Red Cross is a humanitarian organization in the United States that provides emergency assistance, disaster relief, and education in communities nationwide.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasSocialServiceProvider
Context triple: [Skid Row, hasSocialServiceProvider, Union Rescue Mission]
  • A. hasServiceProvider chosen
    Indicates that an entity is associated with or supported by a specific service provider.
  • B. hasSocialIdentity
    Indicates that an entity possesses or is associated with a particular social identity, such as a role, group membership, or socially recognized status.
  • C. hasServiceTo
    Indicates that one entity provides, offers, or operates a service for or directed toward another entity.
  • D. hasUserService
    Indicates that an entity is associated with or utilizes a particular user-related service.
  • E. sociallyIntegratedWith
    Indicates that two entities are connected through meaningful social relationships, interactions, or participation within the same social context or community.
  • 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_69bd43cbc014819098b45f435908f88a completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd593f25888190a4f219e4da494764 completed March 20, 2026, 2:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfa4552148190be200be028ef3fdd completed March 21, 2026, 1:54 a.m.
NEDg Description generation batch_69bdfb36a18481908bb566db970b101a completed March 21, 2026, 1:58 a.m.
NED2 Entity disambiguation (via description) batch_69bdfbc9bea48190a8a0bf13c6fa7191 completed March 21, 2026, 2 a.m.
PD Predicate disambiguation batch_69bd522c811c81909aae4feadae33174 completed March 20, 2026, 1:57 p.m.
Created at: March 20, 2026, 1:11 p.m.