Triple
T11829048
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ursula Franklin |
E281335
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Ursula Franklin Speaks: Thoughts and Afterthoughts
Ursula Franklin Speaks: Thoughts and Afterthoughts is a collection of lectures and reflections by physicist and peace activist Ursula Franklin, exploring technology, justice, feminism, and social responsibility.
|
E950000
|
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: Ursula Franklin Speaks: Thoughts and Afterthoughts | Statement: [Ursula Franklin, notableWork, Ursula Franklin Speaks: Thoughts and Afterthoughts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ursula Franklin Speaks: Thoughts and Afterthoughts Context triple: [Ursula Franklin, notableWork, Ursula Franklin Speaks: Thoughts and Afterthoughts]
-
A.
Reflections on the Romance of Science
Reflections on the Romance of Science is a collection of essays by Carl Sagan that explores the history, philosophy, and wonder of scientific discovery.
-
B.
Science in a Free Society
Science in a Free Society is a 1978 philosophical work by Paul Feyerabend that critiques scientific rationalism and argues for pluralism, democracy, and freedom in the practice and governance of science.
-
C.
The Art and Politics of Science
The Art and Politics of Science is a memoir by Nobel Prize–winning scientist Harold Varmus that reflects on his life in research and his influential roles in science policy and leadership.
-
D.
Science and Culture, and Other Essays
"Science and Culture, and Other Essays" is a collection of influential essays by Thomas Henry Huxley that explore the relationship between scientific thought, education, and Victorian culture.
-
E.
The Social Function of Science
The Social Function of Science is a seminal 1939 work by J. D. Bernal that analyzes the role of scientific research in society, economics, and politics and argues for its planned, socially responsible organization.
- 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: Ursula Franklin Speaks: Thoughts and Afterthoughts Triple: [Ursula Franklin, notableWork, Ursula Franklin Speaks: Thoughts and Afterthoughts]
Generated description
Ursula Franklin Speaks: Thoughts and Afterthoughts is a collection of lectures and reflections by physicist and peace activist Ursula Franklin, exploring technology, justice, feminism, and social responsibility.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ursula Franklin Speaks: Thoughts and Afterthoughts Target entity description: Ursula Franklin Speaks: Thoughts and Afterthoughts is a collection of lectures and reflections by physicist and peace activist Ursula Franklin, exploring technology, justice, feminism, and social responsibility.
-
A.
Reflections on the Romance of Science
Reflections on the Romance of Science is a collection of essays by Carl Sagan that explores the history, philosophy, and wonder of scientific discovery.
-
B.
Science in a Free Society
Science in a Free Society is a 1978 philosophical work by Paul Feyerabend that critiques scientific rationalism and argues for pluralism, democracy, and freedom in the practice and governance of science.
-
C.
The Art and Politics of Science
The Art and Politics of Science is a memoir by Nobel Prize–winning scientist Harold Varmus that reflects on his life in research and his influential roles in science policy and leadership.
-
D.
Science and Culture, and Other Essays
"Science and Culture, and Other Essays" is a collection of influential essays by Thomas Henry Huxley that explore the relationship between scientific thought, education, and Victorian culture.
-
E.
The Social Function of Science
The Social Function of Science is a seminal 1939 work by J. D. Bernal that analyzes the role of scientific research in society, economics, and politics and argues for its planned, socially responsible organization.
- 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_69d6ab276f8c8190b1966a0ef11349ac |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a62b75dc8190b27d24e46a262a11 |
completed | April 10, 2026, 7:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f1672e736481909ba5f867cb840039 |
completed | April 29, 2026, 2:04 a.m. |
| NEDg | Description generation | batch_69f170034b488190a6976d3333823caa |
completed | April 29, 2026, 2:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f17805325881908b98eb9c8fc59778 |
completed | April 29, 2026, 3:16 a.m. |
Created at: April 8, 2026, 9:43 p.m.