Triple

T1615308
Position Surface form Disambiguated ID Type / Status
Subject Robert F. Kennedy Jr. E34702 entity
Predicate notableWork P4 FINISHED
Object The Riverkeepers
The Riverkeepers is a book co-authored by Robert F. Kennedy Jr. and John Cronin that chronicles their legal and environmental battles to protect the Hudson River and advocates for grassroots waterway conservation.
E182763 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 Riverkeepers | Statement: [Robert F. Kennedy Jr., notableWork, The Riverkeepers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Riverkeepers
Context triple: [Robert F. Kennedy Jr., notableWork, The Riverkeepers]
  • A. Frontiers of Justice
    Frontiers of Justice is a philosophical work by Martha Nussbaum that extends theories of justice to address the rights and moral standing of people with disabilities, non-human animals, and citizens of other nations.
  • B. A Civil Action
    A Civil Action is a 1995 non-fiction book by Jonathan Harr, later adapted into a film, that chronicles a landmark environmental pollution lawsuit in Woburn, Massachusetts.
  • C. Reclamation
    Reclamation is a U.S. federal agency responsible for managing water resources and operating dams, power plants, and irrigation projects primarily in the western United States.
  • D. River Suck
    River Suck is a major river in western Ireland that flows through counties such as Roscommon and Galway before joining the River Shannon.
  • E. River’s Edge
    River’s Edge is an immersive habitat exhibit at the Saint Louis Zoo that showcases animals and ecosystems from major river environments around the world.
  • 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 Riverkeepers
Triple: [Robert F. Kennedy Jr., notableWork, The Riverkeepers]
Generated description
The Riverkeepers is a book co-authored by Robert F. Kennedy Jr. and John Cronin that chronicles their legal and environmental battles to protect the Hudson River and advocates for grassroots waterway conservation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Riverkeepers
Target entity description: The Riverkeepers is a book co-authored by Robert F. Kennedy Jr. and John Cronin that chronicles their legal and environmental battles to protect the Hudson River and advocates for grassroots waterway conservation.
  • A. Frontiers of Justice
    Frontiers of Justice is a philosophical work by Martha Nussbaum that extends theories of justice to address the rights and moral standing of people with disabilities, non-human animals, and citizens of other nations.
  • B. A Civil Action
    A Civil Action is a 1995 non-fiction book by Jonathan Harr, later adapted into a film, that chronicles a landmark environmental pollution lawsuit in Woburn, Massachusetts.
  • C. Reclamation
    Reclamation is a U.S. federal agency responsible for managing water resources and operating dams, power plants, and irrigation projects primarily in the western United States.
  • D. River Suck
    River Suck is a major river in western Ireland that flows through counties such as Roscommon and Galway before joining the River Shannon.
  • E. River’s Edge
    River’s Edge is an immersive habitat exhibit at the Saint Louis Zoo that showcases animals and ecosystems from major river environments around the world.
  • 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_69a885ffc5ec819091afa325d5f9611c completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a9099049e0819099763ecb09fb4f57 completed March 5, 2026, 4:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad51cd2e54819086924378792eb2e3 completed March 8, 2026, 10:39 a.m.
NEDg Description generation batch_69ad5248af2881909755ae87b4cd0041 completed March 8, 2026, 10:41 a.m.
NED2 Entity disambiguation (via description) batch_69ad52b3dcf081909e73fba891e985b2 completed March 8, 2026, 10:43 a.m.
Created at: March 4, 2026, 7:28 p.m.