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.