Triple

T7872205
Position Surface form Disambiguated ID Type / Status
Subject The Riverkeepers E182763 entity
Predicate author P4 FINISHED
Object John Cronin
John Cronin is an American environmentalist and longtime Hudson River advocate who co-authored the influential book "The Riverkeepers" and helped pioneer the modern riverkeeper movement.
 E697779 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: John Cronin | Statement: [The Riverkeepers, author, John Cronin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Cronin
Context triple: [The Riverkeepers, author, John Cronin]
  • A. John Fagan
    John Fagan is a notable individual distinguished enough to be specifically recognized as a prominent bearer of the surname Fagan.
  • B. John McEnery
    John McEnery was a Reconstruction-era Louisiana politician and Democrat who became known for his contested claim to the governorship in the turbulent 1872 election.
  • C. Arthur Dignam
    Arthur Dignam was an Australian actor known for his distinctive character roles in film, television, and theatre.
  • D. Arthur O'Connell
    Arthur O'Connell was an American character actor known for his supporting roles in mid-20th-century films and stage productions, often portraying kindly or world-weary older men.
  • E. William Murphy
    William Murphy is an American gospel singer, songwriter, and pastor known for his powerful worship music and influential role in contemporary gospel.
  • 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: John Cronin
Triple: [The Riverkeepers, author, John Cronin]
Generated description
John Cronin is an American environmentalist and longtime Hudson River advocate who co-authored the influential book "The Riverkeepers" and helped pioneer the modern riverkeeper movement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Cronin
Target entity description: John Cronin is an American environmentalist and longtime Hudson River advocate who co-authored the influential book "The Riverkeepers" and helped pioneer the modern riverkeeper movement.
  • A. John Fagan
    John Fagan is a notable individual distinguished enough to be specifically recognized as a prominent bearer of the surname Fagan.
  • B. John McEnery
    John McEnery was a Reconstruction-era Louisiana politician and Democrat who became known for his contested claim to the governorship in the turbulent 1872 election.
  • C. Arthur Dignam
    Arthur Dignam was an Australian actor known for his distinctive character roles in film, television, and theatre.
  • D. Arthur O'Connell
    Arthur O'Connell was an American character actor known for his supporting roles in mid-20th-century films and stage productions, often portraying kindly or world-weary older men.
  • E. William Murphy
    William Murphy is an American gospel singer, songwriter, and pastor known for his powerful worship music and influential role in contemporary gospel.
  • 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_69ca82894d9081908a832bfce71a4714 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb39a6d93881908d68386e49bea1e3 completed March 31, 2026, 3:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5b6bc7248190adbf4377c52e16a9 completed March 31, 2026, 5:28 a.m.
NEDg Description generation batch_69cb5f1daac88190a162132bbd40fdc6 completed March 31, 2026, 5:43 a.m.
NED2 Entity disambiguation (via description) batch_69cb768ac1a48190bc6a59a64adf7144 completed March 31, 2026, 7:23 a.m.
Created at: March 30, 2026, 4:56 p.m.