Triple
T7388731
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Webtrends |
E170446
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Paul A. Hawken
Paul A. Hawken is an American environmentalist, entrepreneur, and author known for his influential work on sustainable business and climate solutions.
|
E660828
|
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: Paul A. Hawken | Statement: [Webtrends, foundedBy, Paul A. Hawken]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Paul A. Hawken Context triple: [Webtrends, foundedBy, Paul A. Hawken]
-
A.
Amory B. Lovins
Amory B. Lovins is an American physicist and environmentalist known for his pioneering work in energy efficiency, renewable energy, and sustainable design.
-
B.
Herman Daly
Herman Daly was an influential American ecological economist known for pioneering the concept of a steady-state economy and critiquing unlimited economic growth on a finite planet.
-
C.
Donella Meadows
Donella Meadows was an American environmental scientist, systems thinker, and author best known for co-writing "The Limits to Growth" and pioneering work in sustainability and systems dynamics.
-
D.
James Gustave Speth
James Gustave Speth is an American environmental lawyer, policy expert, and academic known for his leadership in global sustainability and environmental advocacy.
-
E.
Alan Rifkin
Alan Rifkin is a writer and essayist known for his reflective, Southern California–centered nonfiction and fiction.
- 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: Paul A. Hawken Triple: [Webtrends, foundedBy, Paul A. Hawken]
Generated description
Paul A. Hawken is an American environmentalist, entrepreneur, and author known for his influential work on sustainable business and climate solutions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Paul A. Hawken Target entity description: Paul A. Hawken is an American environmentalist, entrepreneur, and author known for his influential work on sustainable business and climate solutions.
-
A.
Amory B. Lovins
Amory B. Lovins is an American physicist and environmentalist known for his pioneering work in energy efficiency, renewable energy, and sustainable design.
-
B.
Herman Daly
Herman Daly was an influential American ecological economist known for pioneering the concept of a steady-state economy and critiquing unlimited economic growth on a finite planet.
-
C.
Donella Meadows
Donella Meadows was an American environmental scientist, systems thinker, and author best known for co-writing "The Limits to Growth" and pioneering work in sustainability and systems dynamics.
-
D.
James Gustave Speth
James Gustave Speth is an American environmental lawyer, policy expert, and academic known for his leadership in global sustainability and environmental advocacy.
-
E.
Alan Rifkin
Alan Rifkin is a writer and essayist known for his reflective, Southern California–centered nonfiction and fiction.
- 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_69c68a5e2c9081909e713ce866e0060a |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f1f3f5f48190aabe69ba79cbcb93 |
completed | March 27, 2026, 9:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c802e71bfc8190b45eb951c0311fce |
completed | March 28, 2026, 4:33 p.m. |
| NEDg | Description generation | batch_69c8038127408190947cb7002ccc0dec |
completed | March 28, 2026, 4:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8040a40088190b37192429678fd3e |
completed | March 28, 2026, 4:38 p.m. |
Created at: March 27, 2026, 3:09 p.m.