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.