Triple

T12919081
Position Surface form Disambiguated ID Type / Status
Subject Gerald R. Ford School of Public Policy E309066 entity
Predicate hasCenter P35 FINISHED
Object Poverty Solutions (collaborative initiative)
Poverty Solutions is a University of Michigan–based interdisciplinary initiative focused on researching, developing, and testing innovative strategies to prevent and alleviate poverty.
E1011042 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: Poverty Solutions (collaborative initiative) | Statement: [Gerald R. Ford School of Public Policy, hasCenter, Poverty Solutions (collaborative initiative)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Poverty Solutions (collaborative initiative)
Context triple: [Gerald R. Ford School of Public Policy, hasCenter, Poverty Solutions (collaborative initiative)]
  • A. The Solutions Project
    The Solutions Project is a nonprofit organization that promotes a transition to 100% clean, renewable energy through advocacy, research, and support for community-led climate solutions.
  • B. Orangi Pilot Project
    The Orangi Pilot Project is a renowned community-led development initiative in Karachi, Pakistan, focused on low-cost sanitation, housing, health, and microfinance for residents of the Orangi informal settlement.
  • C. Center on Poverty, Work and Opportunity
    The Center on Poverty, Work and Opportunity is a research and policy institute focused on understanding and addressing poverty, inequality, and economic opportunity in the United States.
  • D. Creating a World Without Poverty
    "Creating a World Without Poverty" is a book by Nobel laureate Muhammad Yunus that outlines his vision and practical strategies for using social business and microfinance to eradicate global poverty.
  • E. “Dialogue on Poverty”
    “Dialogue on Poverty” is an early 8th-century Japanese poetic work by Yamanoue no Okura that reflects on social inequality and the hardships of the poor in Nara-period society.
  • 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: Poverty Solutions (collaborative initiative)
Triple: [Gerald R. Ford School of Public Policy, hasCenter, Poverty Solutions (collaborative initiative)]
Generated description
Poverty Solutions is a University of Michigan–based interdisciplinary initiative focused on researching, developing, and testing innovative strategies to prevent and alleviate poverty.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Poverty Solutions (collaborative initiative)
Target entity description: Poverty Solutions is a University of Michigan–based interdisciplinary initiative focused on researching, developing, and testing innovative strategies to prevent and alleviate poverty.
  • A. The Solutions Project
    The Solutions Project is a nonprofit organization that promotes a transition to 100% clean, renewable energy through advocacy, research, and support for community-led climate solutions.
  • B. Orangi Pilot Project
    The Orangi Pilot Project is a renowned community-led development initiative in Karachi, Pakistan, focused on low-cost sanitation, housing, health, and microfinance for residents of the Orangi informal settlement.
  • C. Center on Poverty, Work and Opportunity
    The Center on Poverty, Work and Opportunity is a research and policy institute focused on understanding and addressing poverty, inequality, and economic opportunity in the United States.
  • D. Creating a World Without Poverty
    "Creating a World Without Poverty" is a book by Nobel laureate Muhammad Yunus that outlines his vision and practical strategies for using social business and microfinance to eradicate global poverty.
  • E. “Dialogue on Poverty”
    “Dialogue on Poverty” is an early 8th-century Japanese poetic work by Yamanoue no Okura that reflects on social inequality and the hardships of the poor in Nara-period society.
  • 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_69d7bdf92b588190acdf2a2291ac4590 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d971e6d9fc8190b8a5244b26b5f78a completed April 10, 2026, 9:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6af5ffcc48190bf93ce32e4aecfcd completed May 3, 2026, 2:13 a.m.
NEDg Description generation batch_69f6b0653ef88190ad0e3a48675ecdcc completed May 3, 2026, 2:18 a.m.
NED2 Entity disambiguation (via description) batch_69f6b1aa191081908266128776a2147a completed May 3, 2026, 2:23 a.m.
Created at: April 9, 2026, 5:41 p.m.