Triple
T2265117
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rodney Brooks |
E50125
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Intelligence without representation
"Intelligence without Representation" is a seminal 1991 paper by roboticist Rodney Brooks that challenges traditional symbolic AI and advocates for behavior-based, embodied approaches to intelligence.
|
E251538
|
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: Intelligence without representation | Statement: [Rodney Brooks, notableWork, Intelligence without representation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Intelligence without representation Context triple: [Rodney Brooks, notableWork, Intelligence without representation]
-
A.
Voices of Liberty
Voices of Liberty is an a cappella singing group at EPCOT in Walt Disney World, known for performing patriotic and Americana music in rich, multi-part harmony.
-
B.
United States in Congress Assembled
The United States in Congress Assembled was the unicameral national governing body of the United States under the Articles of Confederation, serving as the country's central authority between the Continental Congress and the adoption of the U.S. Constitution.
-
C.
Candid Examination of the Mutual Claims of Great-Britain and the Colonies
"Candid Examination of the Mutual Claims of Great-Britain and the Colonies" is a 1775 political pamphlet by Loyalist statesman Joseph Galloway arguing for reconciliation and a constitutional union between Britain and its American colonies.
-
D.
The Rights of the British Colonies Asserted and Proved
The Rights of the British Colonies Asserted and Proved is a 1764 political pamphlet arguing against British taxation and for the natural and constitutional rights of American colonists, helping lay intellectual groundwork for the American Revolution.
-
E.
A Republic, If You Can Keep It
"A Republic, If You Can Keep It" is a book by U.S. Supreme Court Justice Neil M. Gorsuch reflecting on the Constitution, the role of judges, and the importance of civic responsibility in American democracy.
- 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: Intelligence without representation Triple: [Rodney Brooks, notableWork, Intelligence without representation]
Generated description
"Intelligence without Representation" is a seminal 1991 paper by roboticist Rodney Brooks that challenges traditional symbolic AI and advocates for behavior-based, embodied approaches to intelligence.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Intelligence without representation Target entity description: "Intelligence without Representation" is a seminal 1991 paper by roboticist Rodney Brooks that challenges traditional symbolic AI and advocates for behavior-based, embodied approaches to intelligence.
-
A.
Voices of Liberty
Voices of Liberty is an a cappella singing group at EPCOT in Walt Disney World, known for performing patriotic and Americana music in rich, multi-part harmony.
-
B.
United States in Congress Assembled
The United States in Congress Assembled was the unicameral national governing body of the United States under the Articles of Confederation, serving as the country's central authority between the Continental Congress and the adoption of the U.S. Constitution.
-
C.
Candid Examination of the Mutual Claims of Great-Britain and the Colonies
"Candid Examination of the Mutual Claims of Great-Britain and the Colonies" is a 1775 political pamphlet by Loyalist statesman Joseph Galloway arguing for reconciliation and a constitutional union between Britain and its American colonies.
-
D.
The Rights of the British Colonies Asserted and Proved
The Rights of the British Colonies Asserted and Proved is a 1764 political pamphlet arguing against British taxation and for the natural and constitutional rights of American colonists, helping lay intellectual groundwork for the American Revolution.
-
E.
A Republic, If You Can Keep It
"A Republic, If You Can Keep It" is a book by U.S. Supreme Court Justice Neil M. Gorsuch reflecting on the Constitution, the role of judges, and the importance of civic responsibility in American democracy.
- 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_69a88b01e0048190ba96431b5f990ba9 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abc18ed0708190aa3156e9d35120c3 |
completed | March 7, 2026, 6:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae71d243608190bbfe5784fa06e26b |
completed | March 9, 2026, 7:08 a.m. |
| NEDg | Description generation | batch_69ae728e46608190b4192519c705bc32 |
completed | March 9, 2026, 7:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae72ff572081909b7c4aebb9e26180 |
completed | March 9, 2026, 7:13 a.m. |
Created at: March 4, 2026, 7:48 p.m.