Triple
T1953583
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | World Resources Institute |
E42212
|
entity |
| Predicate | founder |
P104
|
FINISHED |
| Object |
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.
|
E218243
|
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: James Gustave Speth | Statement: [World Resources Institute, founder, James Gustave Speth]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Gustave Speth Context triple: [World Resources Institute, founder, James Gustave Speth]
-
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.
Abe Pollin
Abe Pollin was an American real estate developer and sports executive best known for owning multiple Washington, D.C. professional sports franchises and for financing and building the Capital Centre and later the MCI Center (now Capital One Arena).
-
C.
Thomas J. Biersteker
Thomas J. Biersteker is an American political scientist and international relations scholar known for his work on global governance, sanctions, and international security.
-
D.
Stephen R. Carpenter
Stephen R. Carpenter is an American ecologist renowned for his pioneering research on freshwater ecosystems, lake eutrophication, and resilience in social-ecological systems.
-
E.
Lester R. Brown
Lester R. Brown is an American environmental analyst, author, and founder of the Earth Policy Institute, widely recognized for his influential work on global sustainability and resource issues.
- 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: James Gustave Speth Triple: [World Resources Institute, founder, James Gustave Speth]
Generated description
James Gustave Speth is an American environmental lawyer, policy expert, and academic known for his leadership in global sustainability and environmental advocacy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Gustave Speth Target entity description: James Gustave Speth is an American environmental lawyer, policy expert, and academic known for his leadership in global sustainability and environmental advocacy.
-
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.
Abe Pollin
Abe Pollin was an American real estate developer and sports executive best known for owning multiple Washington, D.C. professional sports franchises and for financing and building the Capital Centre and later the MCI Center (now Capital One Arena).
-
C.
Thomas J. Biersteker
Thomas J. Biersteker is an American political scientist and international relations scholar known for his work on global governance, sanctions, and international security.
-
D.
Stephen R. Carpenter
Stephen R. Carpenter is an American ecologist renowned for his pioneering research on freshwater ecosystems, lake eutrophication, and resilience in social-ecological systems.
-
E.
Lester R. Brown
Lester R. Brown is an American environmental analyst, author, and founder of the Earth Policy Institute, widely recognized for his influential work on global sustainability and resource issues.
- 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_69a8870eea088190a38781990812a9bc |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb351c148819080173c09876e814a |
completed | March 7, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adfbc8146c819084d3dc3b16efb123 |
completed | March 8, 2026, 10:44 p.m. |
| NEDg | Description generation | batch_69adfc6aa96c81909ae3cff6c7ab7f79 |
completed | March 8, 2026, 10:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adfcebbc808190a74f9082636bce11 |
completed | March 8, 2026, 10:49 p.m. |
Created at: March 4, 2026, 7:36 p.m.