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.