Triple

T15716413
Position Surface form Disambiguated ID Type / Status
Subject Charles Osgood E380970 entity
Predicate notableWork P4 FINISHED
Object Osgood on Speaking: How to Think on Your Feet Without Falling on Your Face
"Osgood on Speaking: How to Think on Your Feet Without Falling on Your Face" is a practical public-speaking guide by broadcaster Charles Osgood that offers advice on impromptu speaking, presentation skills, and effective communication.
E1172721 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: Osgood on Speaking: How to Think on Your Feet Without Falling on Your Face | Statement: [Charles Osgood, notableWork, Osgood on Speaking: How to Think on Your Feet Without Falling on Your Face]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Osgood on Speaking: How to Think on Your Feet Without Falling on Your Face
Context triple: [Charles Osgood, notableWork, Osgood on Speaking: How to Think on Your Feet Without Falling on Your Face]
  • A. How to Talk to Anyone, Anytime, Anywhere
    "How to Talk to Anyone, Anytime, Anywhere" is a communication skills book by legendary broadcaster Larry King that offers practical advice on improving conversation and interpersonal interactions in a wide range of social and professional situations.
  • B. Stump Speaking
    Stump Speaking is a mid-19th-century genre painting by American artist George Caleb Bingham that vividly depicts a lively frontier political campaign scene.
  • C. On Speaking Well
    "On Speaking Well" is a practical guide to effective public speaking and speechwriting by columnist and former presidential speechwriter Peggy Noonan.
  • D. Seek First to Understand, Then to Be Understood
    "Seek First to Understand, Then to Be Understood" is a communication principle emphasizing empathetic listening before expressing one’s own viewpoint, popularized by Stephen R. Covey in his work on personal and family effectiveness.
  • E. How to Talk Dirty and Influence People
    "How to Talk Dirty and Influence People" is the provocative, semi-autobiographical memoir by groundbreaking American comedian Lenny Bruce, chronicling his life, career, and battles over free speech and censorship.
  • 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: Osgood on Speaking: How to Think on Your Feet Without Falling on Your Face
Triple: [Charles Osgood, notableWork, Osgood on Speaking: How to Think on Your Feet Without Falling on Your Face]
Generated description
"Osgood on Speaking: How to Think on Your Feet Without Falling on Your Face" is a practical public-speaking guide by broadcaster Charles Osgood that offers advice on impromptu speaking, presentation skills, and effective communication.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Osgood on Speaking: How to Think on Your Feet Without Falling on Your Face
Target entity description: "Osgood on Speaking: How to Think on Your Feet Without Falling on Your Face" is a practical public-speaking guide by broadcaster Charles Osgood that offers advice on impromptu speaking, presentation skills, and effective communication.
  • A. How to Talk to Anyone, Anytime, Anywhere
    "How to Talk to Anyone, Anytime, Anywhere" is a communication skills book by legendary broadcaster Larry King that offers practical advice on improving conversation and interpersonal interactions in a wide range of social and professional situations.
  • B. Stump Speaking
    Stump Speaking is a mid-19th-century genre painting by American artist George Caleb Bingham that vividly depicts a lively frontier political campaign scene.
  • C. On Speaking Well
    "On Speaking Well" is a practical guide to effective public speaking and speechwriting by columnist and former presidential speechwriter Peggy Noonan.
  • D. Seek First to Understand, Then to Be Understood
    "Seek First to Understand, Then to Be Understood" is a communication principle emphasizing empathetic listening before expressing one’s own viewpoint, popularized by Stephen R. Covey in his work on personal and family effectiveness.
  • E. How to Talk Dirty and Influence People
    "How to Talk Dirty and Influence People" is the provocative, semi-autobiographical memoir by groundbreaking American comedian Lenny Bruce, chronicling his life, career, and battles over free speech and censorship.
  • 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_69d86d9bf930819082b30cf6d169297c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e04f91beb08190bd91bf9306737c3b completed April 16, 2026, 2:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff7583609c8190a80421fce649900f completed May 9, 2026, 5:57 p.m.
NEDg Description generation batch_69ff76deb1948190bc49825719ac97d5 completed May 9, 2026, 6:03 p.m.
NED2 Entity disambiguation (via description) batch_69ff77642ba4819095c1acc65da06135 completed May 9, 2026, 6:05 p.m.
Created at: April 10, 2026, 4:45 a.m.