Triple

T862373
Position Surface form Disambiguated ID Type / Status
Subject Herman Daly E18625 entity
Predicate familyName P18 FINISHED
Object Daly
Daly is a surname most notably associated with Herman Daly, an influential American ecological economist known for his work on steady-state economics and sustainability.
 E101855 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: Daly | Statement: [Herman Daly, familyName, Daly]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Daly
Context triple: [Herman Daly, familyName, Daly]
  • A. Dolan
    Dolan is a surname most prominently associated with the American business family that controls Madison Square Garden Sports and Entertainment, including executive James L. Dolan.
  • B. Darryl
    Darryl is a masculine given name most notably associated with influential American film producer and studio executive Darryl F. Zanuck.
  • C. Daboll
    Daboll is a surname most prominently associated with Brian Daboll, a professional American football coach in the National Football League.
  • D. Finley
    Finley is a small rural town in the Riverina region of New South Wales, Australia, known for its agricultural community and irrigation-based farming.
  • E. Hayes
    Hayes is a suburban district in southeast London, England, known for its residential character and green spaces within the London Borough of Bromley.
  • 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: Daly
Triple: [Herman Daly, familyName, Daly]
Generated description
Daly is a surname most notably associated with Herman Daly, an influential American ecological economist known for his work on steady-state economics and sustainability.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Daly
Target entity description: Daly is a surname most notably associated with Herman Daly, an influential American ecological economist known for his work on steady-state economics and sustainability.
  • A. Dolan
    Dolan is a surname most prominently associated with the American business family that controls Madison Square Garden Sports and Entertainment, including executive James L. Dolan.
  • B. Darryl
    Darryl is a masculine given name most notably associated with influential American film producer and studio executive Darryl F. Zanuck.
  • C. Daboll
    Daboll is a surname most prominently associated with Brian Daboll, a professional American football coach in the National Football League.
  • D. Finley
    Finley is a small rural town in the Riverina region of New South Wales, Australia, known for its agricultural community and irrigation-based farming.
  • E. Hayes
    Hayes is a suburban district in southeast London, England, known for its residential character and green spaces within the London Borough of Bromley.
  • 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_69a4938ce8688190a24bdfef82ba7d21 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ac67d4d481909487d3edb3e46936 completed March 1, 2026, 9:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7a3c5c15c8190a91eb3746007ebf5 completed March 4, 2026, 3:15 a.m.
NEDg Description generation batch_69a7a613db0881908c14569257c53bb0 completed March 4, 2026, 3:25 a.m.
NED2 Entity disambiguation (via description) batch_69a7a66cc1108190a072cc7d9be2756c completed March 4, 2026, 3:26 a.m.
Created at: March 1, 2026, 7:39 p.m.