Triple

T862407
Position Surface form Disambiguated ID Type / Status
Subject Herman Daly E18625 entity
Predicate hasWritten P2831 FINISHED
Object Beyond Growth
Beyond Growth is a seminal book by ecological economist Herman Daly that critiques conventional economic growth models and advocates for a steady-state, sustainable economy.
E101858 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: Beyond Growth | Statement: [Herman Daly, hasWritten, Beyond Growth]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Beyond Growth
Context triple: [Herman Daly, hasWritten, Beyond Growth]
  • A. Crescere aude
    Crescere aude is the Latin motto of Vanderbilt University, commonly translated as "Dare to grow," expressing the institution’s emphasis on intellectual and personal development.
  • B. Illusions of Progress
    Illusions of Progress is a political and social critique by Georges Sorel that challenges optimistic beliefs in linear social advancement and rational reform.
  • C. The World’s Progress
    The World’s Progress is a comprehensive reference work compiled by American publisher George Palmer Putnam that surveys major events, discoveries, and developments throughout world history.
  • D. Look No Further
    Look No Further is a lesser-known musical work composed by the renowned American songwriter Richard Rodgers.
  • E. Bridging the Gap
    "Bridging the Gap" is the second studio album by American hip hop group the Black Eyed Peas, showcasing their early alternative hip hop sound before their mainstream pop breakthrough.
  • 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: Beyond Growth
Triple: [Herman Daly, hasWritten, Beyond Growth]
Generated description
Beyond Growth is a seminal book by ecological economist Herman Daly that critiques conventional economic growth models and advocates for a steady-state, sustainable economy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Beyond Growth
Target entity description: Beyond Growth is a seminal book by ecological economist Herman Daly that critiques conventional economic growth models and advocates for a steady-state, sustainable economy.
  • A. Crescere aude
    Crescere aude is the Latin motto of Vanderbilt University, commonly translated as "Dare to grow," expressing the institution’s emphasis on intellectual and personal development.
  • B. Illusions of Progress
    Illusions of Progress is a political and social critique by Georges Sorel that challenges optimistic beliefs in linear social advancement and rational reform.
  • C. The World’s Progress
    The World’s Progress is a comprehensive reference work compiled by American publisher George Palmer Putnam that surveys major events, discoveries, and developments throughout world history.
  • D. Look No Further
    Look No Further is a lesser-known musical work composed by the renowned American songwriter Richard Rodgers.
  • E. Bridging the Gap
    "Bridging the Gap" is the second studio album by American hip hop group the Black Eyed Peas, showcasing their early alternative hip hop sound before their mainstream pop breakthrough.
  • 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.