Triple

T1022210
Position Surface form Disambiguated ID Type / Status
Subject Emergency Solutions Grants Program E22063 entity
Predicate alsoKnownAs P39 FINISHED
Object ESG Program
The ESG Program is a U.S. federal grant initiative that funds local efforts to prevent homelessness, support emergency shelters, and rapidly re-house individuals and families in crisis.
E121773 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: ESG Program | Statement: [Emergency Solutions Grants Program, alsoKnownAs, ESG Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ESG Program
Context triple: [Emergency Solutions Grants Program, alsoKnownAs, ESG Program]
  • A. Environment Program
    Environment Program is a grantmaking initiative of the William and Flora Hewlett Foundation focused on addressing environmental challenges such as climate change and conservation.
  • B. Global Policy and Advocacy Program
    The Global Policy and Advocacy Program is a key Bill & Melinda Gates Foundation initiative that works with governments, multilateral organizations, and civil society to shape public policies and mobilize resources to advance global health, development, and equity goals.
  • C. Corporate Program
    The Corporate Program is a membership initiative of the Council on Foreign Relations that engages business leaders in discussions on global affairs, foreign policy, and international economic issues.
  • D. CSR
    CSR is the Center for Scientific Review at the U.S. National Institutes of Health, which organizes the peer review of most NIH grant applications.
  • E. Waste Management Program
    The Waste Management Program is a division of Pennsylvania’s environmental agency responsible for regulating and overseeing the handling, treatment, and disposal of solid and hazardous waste in the state.
  • 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: ESG Program
Triple: [Emergency Solutions Grants Program, alsoKnownAs, ESG Program]
Generated description
The ESG Program is a U.S. federal grant initiative that funds local efforts to prevent homelessness, support emergency shelters, and rapidly re-house individuals and families in crisis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ESG Program
Target entity description: The ESG Program is a U.S. federal grant initiative that funds local efforts to prevent homelessness, support emergency shelters, and rapidly re-house individuals and families in crisis.
  • A. Environment Program
    Environment Program is a grantmaking initiative of the William and Flora Hewlett Foundation focused on addressing environmental challenges such as climate change and conservation.
  • B. Global Policy and Advocacy Program
    The Global Policy and Advocacy Program is a key Bill & Melinda Gates Foundation initiative that works with governments, multilateral organizations, and civil society to shape public policies and mobilize resources to advance global health, development, and equity goals.
  • C. Corporate Program
    The Corporate Program is a membership initiative of the Council on Foreign Relations that engages business leaders in discussions on global affairs, foreign policy, and international economic issues.
  • D. CSR
    CSR is the Center for Scientific Review at the U.S. National Institutes of Health, which organizes the peer review of most NIH grant applications.
  • E. Waste Management Program
    The Waste Management Program is a division of Pennsylvania’s environmental agency responsible for regulating and overseeing the handling, treatment, and disposal of solid and hazardous waste in the state.
  • 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_69a493d6e380819097b384986ffc315c completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b7dead9c8190a0f8d4ef48e6c809 completed March 1, 2026, 10:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac3bb63f14819098f5e32af3b98508 completed March 7, 2026, 2:52 p.m.
NEDg Description generation batch_69ac3de4fbb88190855cf92af51fe70b completed March 7, 2026, 3:01 p.m.
NED2 Entity disambiguation (via description) batch_69ac3e45d9e88190bc88d037c00c3ecc completed March 7, 2026, 3:03 p.m.
Created at: March 1, 2026, 7:41 p.m.