Triple

T3706319
Position Surface form Disambiguated ID Type / Status
Subject Bernard Williams E80901 entity
Predicate notableWork P4 FINISHED
Object Shame and Necessity
Shame and Necessity is a philosophical work by Bernard Williams that reexamines ancient Greek ethics to challenge modern assumptions about moral responsibility, agency, and the role of shame.
E382798 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: Shame and Necessity | Statement: [Bernard Williams, notableWork, Shame and Necessity]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shame and Necessity
Context triple: [Bernard Williams, notableWork, Shame and Necessity]
  • A. The Mutual Disillusion
    The Mutual Disillusion is an English title for Surah At-Taghabun, a chapter of the Qur’an that reflects on human loss and gain in the hereafter and the ultimate reality of faith and accountability.
  • B. The Dominant Idea
    The Dominant Idea is an influential anarchist essay by Voltairine de Cleyre that explores how powerful guiding beliefs shape individual behavior and social conditions.
  • C. The Good Society
    The Good Society is a sociological work by Robert N. Bellah that explores how modern democratic institutions and civic life can be reoriented toward shared moral values and the common good.
  • D. The Good Society
    The Good Society is a 1937 political and social philosophy book by Walter Lippmann that critiques both laissez-faire capitalism and collectivist planning while arguing for a liberal, rule-of-law–based order.
  • E. Curse of the Starving Class
    Curse of the Starving Class is a darkly comic, psychologically intense stage play by Sam Shepard that explores the disintegration of a dysfunctional American family struggling with poverty, identity, and the elusive promise of the American Dream.
  • 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: Shame and Necessity
Triple: [Bernard Williams, notableWork, Shame and Necessity]
Generated description
Shame and Necessity is a philosophical work by Bernard Williams that reexamines ancient Greek ethics to challenge modern assumptions about moral responsibility, agency, and the role of shame.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shame and Necessity
Target entity description: Shame and Necessity is a philosophical work by Bernard Williams that reexamines ancient Greek ethics to challenge modern assumptions about moral responsibility, agency, and the role of shame.
  • A. The Mutual Disillusion
    The Mutual Disillusion is an English title for Surah At-Taghabun, a chapter of the Qur’an that reflects on human loss and gain in the hereafter and the ultimate reality of faith and accountability.
  • B. The Dominant Idea
    The Dominant Idea is an influential anarchist essay by Voltairine de Cleyre that explores how powerful guiding beliefs shape individual behavior and social conditions.
  • C. The Good Society
    The Good Society is a sociological work by Robert N. Bellah that explores how modern democratic institutions and civic life can be reoriented toward shared moral values and the common good.
  • D. The Good Society
    The Good Society is a 1937 political and social philosophy book by Walter Lippmann that critiques both laissez-faire capitalism and collectivist planning while arguing for a liberal, rule-of-law–based order.
  • E. Curse of the Starving Class
    Curse of the Starving Class is a darkly comic, psychologically intense stage play by Sam Shepard that explores the disintegration of a dysfunctional American family struggling with poverty, identity, and the elusive promise of the American Dream.
  • 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_69ad8b1793888190a5f70e4b21dc05a1 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adc54ce1788190ac000793cbdaba48 completed March 8, 2026, 6:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4cdfe77a481908880d0a4a5946656 completed March 14, 2026, 2:54 a.m.
NEDg Description generation batch_69b4cfcf3bd08190a372be19017adcd0 completed March 14, 2026, 3:02 a.m.
NED2 Entity disambiguation (via description) batch_69b4d0bb861c8190a8540198a47c13c1 completed March 14, 2026, 3:06 a.m.
Created at: March 8, 2026, 3:33 p.m.