Triple

T18237075
Position Surface form Disambiguated ID Type / Status
Subject GiveWell E436708 entity
Predicate hasFormerName P65 FINISHED
Object The Clear Fund
The Clear Fund was the original name of GiveWell, a nonprofit organization that conducts in-depth research to identify and recommend highly effective charities.
 E1314403 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: The Clear Fund | Statement: [GiveWell, hasFormerName, The Clear Fund]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Clear Fund
Context triple: [GiveWell, hasFormerName, The Clear Fund]
  • A. Clearinghouse
    Clearinghouse is a U.S. federal database that tracks commercial drivers’ drug and alcohol program violations to improve roadway safety and compliance.
  • B. Fundis
    Fundis is a term used in German Green Party politics to describe the fundamentalist wing that advocates for strict adherence to core ecological and anti-capitalist principles.
  • C. The Book Fund
    The Book Fund was a charitable initiative established by Susannah Spurgeon to provide theological books and resources to impoverished pastors and ministers.
  • D. Victory Loan Drive
    The Victory Loan Drive was a major U.S. government campaign near the end of World War II that encouraged citizens to purchase war bonds to help finance the final costs of the war and postwar transition.
  • E. The Curious Bank
    The Curious Bank is the marketing slogan used by Fifth Third Bank to convey its distinctive, inquisitive approach to banking and customer service.
  • 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: The Clear Fund
Triple: [GiveWell, hasFormerName, The Clear Fund]
Generated description
The Clear Fund was the original name of GiveWell, a nonprofit organization that conducts in-depth research to identify and recommend highly effective charities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Clear Fund
Target entity description: The Clear Fund was the original name of GiveWell, a nonprofit organization that conducts in-depth research to identify and recommend highly effective charities.
  • A. Clearinghouse
    Clearinghouse is a U.S. federal database that tracks commercial drivers’ drug and alcohol program violations to improve roadway safety and compliance.
  • B. Fundis
    Fundis is a term used in German Green Party politics to describe the fundamentalist wing that advocates for strict adherence to core ecological and anti-capitalist principles.
  • C. The Book Fund
    The Book Fund was a charitable initiative established by Susannah Spurgeon to provide theological books and resources to impoverished pastors and ministers.
  • D. Victory Loan Drive
    The Victory Loan Drive was a major U.S. government campaign near the end of World War II that encouraged citizens to purchase war bonds to help finance the final costs of the war and postwar transition.
  • E. The Curious Bank
    The Curious Bank is the marketing slogan used by Fifth Third Bank to convey its distinctive, inquisitive approach to banking and customer service.
  • 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_69d8b91104e08190a8241f7d260a5162 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4f7def3c48190a9a96c8b4911f0f3 completed April 19, 2026, 3:42 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03ac6d44d881908972c94167ad7d43 completed May 12, 2026, 10:40 p.m.
NEDg Description generation batch_6a03ad4d5bcc8190a5e065a5bb897400 completed May 12, 2026, 10:44 p.m.
NED2 Entity disambiguation (via description) batch_6a03af1fb1e0819095c9e8cb5528ce30 completed May 12, 2026, 10:52 p.m.
Created at: April 10, 2026, 10:33 a.m.