Triple
T10547911
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Timothy Ball |
E248869
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Friends of Science
Friends of Science is a Canadian advocacy organization known for promoting climate change skepticism and challenging the scientific consensus on global warming.
|
E870108
|
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: Friends of Science | Statement: [Timothy Ball, memberOf, Friends of Science]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Friends of Science Context triple: [Timothy Ball, memberOf, Friends of Science]
-
A.
Council of Science
The Council of Science is a powerful governing body of scientists that oversees and regulates scientific activity across the Solar System in Isaac Asimov’s Lucky Starr science fiction novels.
-
B.
Discovery Science Foundation
Discovery Science Foundation is a nonprofit organization that manages hands-on science education centers and programs, including the Discovery Cube museums, to promote STEM learning for children and families.
-
C.
Science Inc.
Science Inc. is a consumer products company known for developing and marketing innovative, data-driven brands such as the meal replacement drink Soylent.
-
D.
Federation Science Council
The Federation Science Council is the primary scientific advisory and oversight body of the United Federation of Planets, responsible for guiding interstellar research policy and ethics.
-
E.
The Planetary Society
The Planetary Society is a nonprofit organization dedicated to advancing space exploration, founded by Carl Sagan and now led by science educator Bill Nye.
- 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: Friends of Science Triple: [Timothy Ball, memberOf, Friends of Science]
Generated description
Friends of Science is a Canadian advocacy organization known for promoting climate change skepticism and challenging the scientific consensus on global warming.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Friends of Science Target entity description: Friends of Science is a Canadian advocacy organization known for promoting climate change skepticism and challenging the scientific consensus on global warming.
-
A.
Council of Science
The Council of Science is a powerful governing body of scientists that oversees and regulates scientific activity across the Solar System in Isaac Asimov’s Lucky Starr science fiction novels.
-
B.
Discovery Science Foundation
Discovery Science Foundation is a nonprofit organization that manages hands-on science education centers and programs, including the Discovery Cube museums, to promote STEM learning for children and families.
-
C.
Science Inc.
Science Inc. is a consumer products company known for developing and marketing innovative, data-driven brands such as the meal replacement drink Soylent.
-
D.
Federation Science Council
The Federation Science Council is the primary scientific advisory and oversight body of the United Federation of Planets, responsible for guiding interstellar research policy and ethics.
-
E.
The Planetary Society
The Planetary Society is a nonprofit organization dedicated to advancing space exploration, founded by Carl Sagan and now led by science educator Bill Nye.
- 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.