Triple

T15989361
Position Surface form Disambiguated ID Type / Status
Subject Premal Shah E387783 entity
Predicate knownFor P22 FINISHED
Object Kiva.org
Kiva.org is a nonprofit microfinance platform that enables people to lend small amounts of money to entrepreneurs and underserved communities around the world via the internet.
E1187499 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: Kiva.org | Statement: [Premal Shah, knownFor, Kiva.org]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kiva.org
Context triple: [Premal Shah, knownFor, Kiva.org]
  • A. Grameen Fund
    Grameen Fund is a social investment and venture capital organization that finances innovative, poverty-focused enterprises, particularly in developing countries.
  • B. Grameen Trust
    Grameen Trust is a nonprofit organization that promotes and supports the replication of the Grameen microcredit model to alleviate poverty worldwide.
  • C. Aga Khan Agency for Microfinance
    The Aga Khan Agency for Microfinance is a development-focused financial institution that provides microcredit and related financial services to low-income communities, primarily in developing countries, to promote economic inclusion and poverty reduction.
  • D. LendingClub
    LendingClub is a U.S.-based financial services company best known for pioneering online peer-to-peer lending and later evolving into a digital bank offering personal loans and related financial products.
  • E. Women’s Development Bank Microfinance
    Women’s Development Bank Microfinance is a South African microfinance institution focused on providing financial services and support to low-income women entrepreneurs to promote economic empowerment and poverty alleviation.
  • 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: Kiva.org
Triple: [Premal Shah, knownFor, Kiva.org]
Generated description
Kiva.org is a nonprofit microfinance platform that enables people to lend small amounts of money to entrepreneurs and underserved communities around the world via the internet.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kiva.org
Target entity description: Kiva.org is a nonprofit microfinance platform that enables people to lend small amounts of money to entrepreneurs and underserved communities around the world via the internet.
  • A. Grameen Fund
    Grameen Fund is a social investment and venture capital organization that finances innovative, poverty-focused enterprises, particularly in developing countries.
  • B. Grameen Trust
    Grameen Trust is a nonprofit organization that promotes and supports the replication of the Grameen microcredit model to alleviate poverty worldwide.
  • C. Aga Khan Agency for Microfinance
    The Aga Khan Agency for Microfinance is a development-focused financial institution that provides microcredit and related financial services to low-income communities, primarily in developing countries, to promote economic inclusion and poverty reduction.
  • D. LendingClub
    LendingClub is a U.S.-based financial services company best known for pioneering online peer-to-peer lending and later evolving into a digital bank offering personal loans and related financial products.
  • E. Women’s Development Bank Microfinance
    Women’s Development Bank Microfinance is a South African microfinance institution focused on providing financial services and support to low-income women entrepreneurs to promote economic empowerment and poverty alleviation.
  • 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_69d86daa562c81908aacc179c0fe8fb5 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e157829ec08190aa4a683e29a0148a completed April 16, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffc3d2369081909efa2d4addf0cf2d completed May 9, 2026, 11:31 p.m.
NEDg Description generation batch_69ffc45e6ff48190bb7b82adb4161ad0 completed May 9, 2026, 11:33 p.m.
NED2 Entity disambiguation (via description) batch_69ffc4cea4108190927b107fc24df597 completed May 9, 2026, 11:35 p.m.
Created at: April 10, 2026, 4:54 a.m.