Triple

T15599118
Position Surface form Disambiguated ID Type / Status
Subject Ken Burnett E374983 entity
Predicate notableWork P4 FINISHED
Object Relationship Fundraising
Relationship Fundraising is a seminal book on donor-centered fundraising that emphasizes building long-term, trust-based relationships with supporters rather than focusing solely on short-term revenue.
E1166557 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: Relationship Fundraising | Statement: [Ken Burnett, notableWork, Relationship Fundraising]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Relationship Fundraising
Context triple: [Ken Burnett, notableWork, Relationship Fundraising]
  • A. Community Funding Agency
    The Community Funding Agency was a former New Zealand government body responsible for distributing social and community development funding before being merged into the Ministry of Social Development.
  • B. Price Family Charitable Fund
    The Price Family Charitable Fund is a philanthropic foundation established by retail pioneer Sol Price to support initiatives in education, community development, and social justice.
  • C. Charity
    Charity is the alternative name for South Sister, a prominent volcanic peak in Oregon’s Cascade Range.
  • D. Social Justice Fund
    Social Justice Fund is a philanthropic initiative focused on advancing racial and social equity, created by billionaire investor and activist Clara Wu Tsai.
  • E. Wikimedia fundraising infrastructure
    Wikimedia fundraising infrastructure refers to the technical systems, tools, and platforms that support and manage the Wikimedia Foundation’s global online donation and fundraising campaigns.
  • 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: Relationship Fundraising
Triple: [Ken Burnett, notableWork, Relationship Fundraising]
Generated description
Relationship Fundraising is a seminal book on donor-centered fundraising that emphasizes building long-term, trust-based relationships with supporters rather than focusing solely on short-term revenue.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Relationship Fundraising
Target entity description: Relationship Fundraising is a seminal book on donor-centered fundraising that emphasizes building long-term, trust-based relationships with supporters rather than focusing solely on short-term revenue.
  • A. Community Funding Agency
    The Community Funding Agency was a former New Zealand government body responsible for distributing social and community development funding before being merged into the Ministry of Social Development.
  • B. Price Family Charitable Fund
    The Price Family Charitable Fund is a philanthropic foundation established by retail pioneer Sol Price to support initiatives in education, community development, and social justice.
  • C. Charity
    Charity is the alternative name for South Sister, a prominent volcanic peak in Oregon’s Cascade Range.
  • D. Social Justice Fund
    Social Justice Fund is a philanthropic initiative focused on advancing racial and social equity, created by billionaire investor and activist Clara Wu Tsai.
  • E. Wikimedia fundraising infrastructure
    Wikimedia fundraising infrastructure refers to the technical systems, tools, and platforms that support and manage the Wikimedia Foundation’s global online donation and fundraising campaigns.
  • 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_69d85cce25008190b13b52745fbd719b completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e609ab081909feb486a57439960 completed April 16, 2026, 2:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff56ccc40c8190a3b1339404e6897f completed May 9, 2026, 3:46 p.m.
NEDg Description generation batch_69ff581a25008190b7be08a93d798522 completed May 9, 2026, 3:51 p.m.
NED2 Entity disambiguation (via description) batch_69ff58ad35108190a0549d3d81e6851e completed May 9, 2026, 3:54 p.m.
Created at: April 10, 2026, 4:12 a.m.