Triple

T13005052
Position Surface form Disambiguated ID Type / Status
Subject Stephen Karam E322263 entity
Predicate notableWork P4 FINISHED
Object Speech & Debate
Speech & Debate is a darkly comic play by Stephen Karam that follows three misfit high school students who form a speech and debate club to expose a scandal while grappling with issues of identity, ethics, and free expression.
E1016202 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: Speech & Debate | Statement: [Stephen Karam, notableWork, Speech & Debate]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Speech & Debate
Context triple: [Stephen Karam, notableWork, Speech & Debate]
  • A. Dialogue on Oratory
    Dialogue on Oratory is a work by the Roman historian Tacitus that examines the decline of oratory in Imperial Rome through a philosophical conversation among contemporary speakers.
  • B. Lincoln–Douglas debates
    The Lincoln–Douglas debates were a series of seven 1858 Illinois Senate campaign debates between Abraham Lincoln and Stephen A. Douglas that focused on slavery and helped elevate Lincoln to national prominence.
  • C. Parliaments and Talkings
    "Parliaments and Talkings" is an essay by Thomas Carlyle included in his polemical collection *Latter-Day Pamphlets*, critiquing the inefficacy and verbosity of modern parliamentary government.
  • D. Hayne–Webster debate
    The Hayne–Webster debate was a famous 1830 U.S. Senate exchange between Robert Y. Hayne and Daniel Webster over states’ rights, nullification, and the nature of the federal Union.
  • E. Diario de los Debates
    Diario de los Debates is the official parliamentary record that documents and publishes the proceedings and debates of the Congress of the Republic.
  • 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: Speech & Debate
Triple: [Stephen Karam, notableWork, Speech & Debate]
Generated description
Speech & Debate is a darkly comic play by Stephen Karam that follows three misfit high school students who form a speech and debate club to expose a scandal while grappling with issues of identity, ethics, and free expression.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Speech & Debate
Target entity description: Speech & Debate is a darkly comic play by Stephen Karam that follows three misfit high school students who form a speech and debate club to expose a scandal while grappling with issues of identity, ethics, and free expression.
  • A. Dialogue on Oratory
    Dialogue on Oratory is a work by the Roman historian Tacitus that examines the decline of oratory in Imperial Rome through a philosophical conversation among contemporary speakers.
  • B. Lincoln–Douglas debates
    The Lincoln–Douglas debates were a series of seven 1858 Illinois Senate campaign debates between Abraham Lincoln and Stephen A. Douglas that focused on slavery and helped elevate Lincoln to national prominence.
  • C. Parliaments and Talkings
    "Parliaments and Talkings" is an essay by Thomas Carlyle included in his polemical collection *Latter-Day Pamphlets*, critiquing the inefficacy and verbosity of modern parliamentary government.
  • D. Hayne–Webster debate
    The Hayne–Webster debate was a famous 1830 U.S. Senate exchange between Robert Y. Hayne and Daniel Webster over states’ rights, nullification, and the nature of the federal Union.
  • E. Diario de los Debates
    Diario de los Debates is the official parliamentary record that documents and publishes the proceedings and debates of the Congress of the Republic.
  • 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_69d807657e8c8190bd9435ee2f823845 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e9a2a448190968833354280e474 completed April 10, 2026, 10:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6c107f990819093042560b1bc4473 completed May 3, 2026, 3:29 a.m.
NEDg Description generation batch_69f6c43bc75c8190887b8135fbc8bbb5 completed May 3, 2026, 3:42 a.m.
NED2 Entity disambiguation (via description) batch_69f6c50cf3c08190b1ef6379f1f96201 completed May 3, 2026, 3:46 a.m.
Created at: April 9, 2026, 8:48 p.m.