Triple

T2688717
Position Surface form Disambiguated ID Type / Status
Subject Daniel Patrick Moynihan E57544 entity
Predicate notableWork P4 FINISHED
Object Maximum Feasible Misunderstanding
Maximum Feasible Misunderstanding is a book by Daniel Patrick Moynihan that critically examines the failures and unintended consequences of U.S. federal anti-poverty and social welfare programs in the 1960s.
E287650 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: Maximum Feasible Misunderstanding | Statement: [Daniel Patrick Moynihan, notableWork, Maximum Feasible Misunderstanding]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maximum Feasible Misunderstanding
Context triple: [Daniel Patrick Moynihan, notableWork, Maximum Feasible Misunderstanding]
  • A. Misunderstood
    "Misunderstood" is a reflective hip-hop track by Common that explores themes of alienation, judgment, and inner struggle.
  • B. Knowledge and Error
    "Knowledge and Error" is a philosophical work by Ernst Mach that examines the nature, limits, and development of human knowledge through the lens of empirical science and psychology.
  • C. Margin for Error
    "Margin for Error" is a 1939 satirical play by Clare Boothe Luce that blends comedy and political commentary around a murder mystery involving a Nazi consul in New York.
  • D. Moore's paradox
    Moore's paradox is a philosophical problem highlighting the oddity of asserting a sentence like "It is raining, but I don't believe that it is raining," which seems logically consistent yet pragmatically absurd.
  • E. Logic Taught by Love
    Logic Taught by Love is an educational work by Mary Everest Boole that explores how to teach logical and mathematical thinking to children through intuitive, emotionally engaging methods.
  • 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: Maximum Feasible Misunderstanding
Triple: [Daniel Patrick Moynihan, notableWork, Maximum Feasible Misunderstanding]
Generated description
Maximum Feasible Misunderstanding is a book by Daniel Patrick Moynihan that critically examines the failures and unintended consequences of U.S. federal anti-poverty and social welfare programs in the 1960s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maximum Feasible Misunderstanding
Target entity description: Maximum Feasible Misunderstanding is a book by Daniel Patrick Moynihan that critically examines the failures and unintended consequences of U.S. federal anti-poverty and social welfare programs in the 1960s.
  • A. Misunderstood
    "Misunderstood" is a reflective hip-hop track by Common that explores themes of alienation, judgment, and inner struggle.
  • B. Knowledge and Error
    "Knowledge and Error" is a philosophical work by Ernst Mach that examines the nature, limits, and development of human knowledge through the lens of empirical science and psychology.
  • C. Margin for Error
    "Margin for Error" is a 1939 satirical play by Clare Boothe Luce that blends comedy and political commentary around a murder mystery involving a Nazi consul in New York.
  • D. Moore's paradox
    Moore's paradox is a philosophical problem highlighting the oddity of asserting a sentence like "It is raining, but I don't believe that it is raining," which seems logically consistent yet pragmatically absurd.
  • E. Logic Taught by Love
    Logic Taught by Love is an educational work by Mary Everest Boole that explores how to teach logical and mathematical thinking to children through intuitive, emotionally engaging methods.
  • 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_69ab4a5028388190a36f3baf1588309e completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd9f1ba3081909a349a2f30f8f9c9 completed March 7, 2026, 7:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69afa0741bc48190adffe6cfae831e26 completed March 10, 2026, 4:39 a.m.
NEDg Description generation batch_69afa13a81bc819091463e6589e72361 completed March 10, 2026, 4:42 a.m.
NED2 Entity disambiguation (via description) batch_69afa1ab8da8819090af3ed60b417040 completed March 10, 2026, 4:44 a.m.
Created at: March 6, 2026, 9:54 p.m.