Triple
T10547912
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Timothy Ball |
E248869
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Natural Resources Stewardship Project
The Natural Resources Stewardship Project was a Canadian advocacy organization known for promoting climate change skepticism and opposing greenhouse gas regulation.
|
E870109
|
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: Natural Resources Stewardship Project | Statement: [Timothy Ball, memberOf, Natural Resources Stewardship Project]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Natural Resources Stewardship Project Context triple: [Timothy Ball, memberOf, Natural Resources Stewardship Project]
-
A.
Environment and Natural Resources Program
The Environment and Natural Resources Program is a research and policy initiative focused on addressing global environmental challenges and natural resource management within the context of international affairs and security.
-
B.
Natural Community Conservation Planning program
The Natural Community Conservation Planning program is a California state initiative that promotes large-scale, ecosystem-based conservation planning to protect habitats and species while allowing compatible economic development.
-
C.
Mission Reach ecosystem restoration project
The Mission Reach ecosystem restoration project is a large-scale environmental and recreational initiative that transformed an eight-mile stretch of the San Antonio River into a restored natural habitat with trails, native vegetation, and improved flood control.
-
D.
Habitat Restoration Program
The Habitat Restoration Program is a conservation initiative focused on rehabilitating and enhancing natural ecosystems to support native wildlife and biodiversity.
-
E.
Division of Environmental Stewardship
The Division of Environmental Stewardship is a unit within New York State’s park system responsible for protecting natural resources and promoting sustainable management of state parks and historic sites.
- 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: Natural Resources Stewardship Project Triple: [Timothy Ball, memberOf, Natural Resources Stewardship Project]
Generated description
The Natural Resources Stewardship Project was a Canadian advocacy organization known for promoting climate change skepticism and opposing greenhouse gas regulation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Natural Resources Stewardship Project Target entity description: The Natural Resources Stewardship Project was a Canadian advocacy organization known for promoting climate change skepticism and opposing greenhouse gas regulation.
-
A.
Environment and Natural Resources Program
The Environment and Natural Resources Program is a research and policy initiative focused on addressing global environmental challenges and natural resource management within the context of international affairs and security.
-
B.
Natural Community Conservation Planning program
The Natural Community Conservation Planning program is a California state initiative that promotes large-scale, ecosystem-based conservation planning to protect habitats and species while allowing compatible economic development.
-
C.
Mission Reach ecosystem restoration project
The Mission Reach ecosystem restoration project is a large-scale environmental and recreational initiative that transformed an eight-mile stretch of the San Antonio River into a restored natural habitat with trails, native vegetation, and improved flood control.
-
D.
Habitat Restoration Program
The Habitat Restoration Program is a conservation initiative focused on rehabilitating and enhancing natural ecosystems to support native wildlife and biodiversity.
-
E.
Division of Environmental Stewardship
The Division of Environmental Stewardship is a unit within New York State’s park system responsible for protecting natural resources and promoting sustainable management of state parks and historic sites.
- 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_69d381c733c08190ab1dd6239f5f34ae |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d526d20ef48190ab9f70d4ce5f2a11 |
completed | April 7, 2026, 3:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d93457af7c819090f576ae606c5849 |
completed | April 10, 2026, 5:33 p.m. |
| NEDg | Description generation | batch_69d938c8b25c8190bb048053d8668e5c |
completed | April 10, 2026, 5:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d939b1844881908c8fbcb9488863f6 |
completed | April 10, 2026, 5:56 p.m. |
Created at: April 6, 2026, 12:33 p.m.