Triple

T5540342
Position Surface form Disambiguated ID Type / Status
Subject Dell Hymes E145271 entity
Predicate theory P450 FINISHED
Object SPEAKING model of speech events
The SPEAKING model of speech events is Dell Hymes’s influential ethnographic framework that analyzes communicative situations through components like setting, participants, ends, act sequence, key, instrumentalities, norms, and genre.
E530445 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: SPEAKING model of speech events | Statement: [Dell Hymes, theory, SPEAKING model of speech events]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: SPEAKING model of speech events
Context triple: [Dell Hymes, theory, SPEAKING model of speech events]
  • A. Hearsay speech understanding system
    The Hearsay speech understanding system is an early, influential AI project that pioneered blackboard architectures for integrating multiple knowledge sources in continuous speech recognition.
  • B. Speech Analysis, Synthesis and Perception
    "Speech Analysis, Synthesis and Perception" is a foundational technical book that systematically explores the theory, modeling, and processing of human speech signals for analysis, synthesis, and recognition.
  • C. Visible Speech
    Visible Speech is a 19th-century phonetic notation system devised by Alexander Melville Bell to visually represent the position and movement of speech organs for any spoken sound.
  • D. Translations Through Speakers
    Translations Through Speakers is Jon Bellion’s debut mixtape, blending pop, hip-hop, and electronic influences into a concept-driven, self-produced project that helped establish his signature sound.
  • E. TokenTalk
    TokenTalk is a token-passing local area network protocol developed by Apple as a variant of its AppleTalk networking architecture.
  • 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: SPEAKING model of speech events
Triple: [Dell Hymes, theory, SPEAKING model of speech events]
Generated description
The SPEAKING model of speech events is Dell Hymes’s influential ethnographic framework that analyzes communicative situations through components like setting, participants, ends, act sequence, key, instrumentalities, norms, and genre.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: SPEAKING model of speech events
Target entity description: The SPEAKING model of speech events is Dell Hymes’s influential ethnographic framework that analyzes communicative situations through components like setting, participants, ends, act sequence, key, instrumentalities, norms, and genre.
  • A. Hearsay speech understanding system
    The Hearsay speech understanding system is an early, influential AI project that pioneered blackboard architectures for integrating multiple knowledge sources in continuous speech recognition.
  • B. Speech Analysis, Synthesis and Perception
    "Speech Analysis, Synthesis and Perception" is a foundational technical book that systematically explores the theory, modeling, and processing of human speech signals for analysis, synthesis, and recognition.
  • C. Visible Speech
    Visible Speech is a 19th-century phonetic notation system devised by Alexander Melville Bell to visually represent the position and movement of speech organs for any spoken sound.
  • D. Translations Through Speakers
    Translations Through Speakers is Jon Bellion’s debut mixtape, blending pop, hip-hop, and electronic influences into a concept-driven, self-produced project that helped establish his signature sound.
  • E. TokenTalk
    TokenTalk is a token-passing local area network protocol developed by Apple as a variant of its AppleTalk networking architecture.
  • 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_69c008fa64888190adae56c8f9ea4031 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01fb487648190948493fe96cec0ff completed March 22, 2026, 4:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0281bfcc48190a0e4e51b4dca5a4b completed March 22, 2026, 5:34 p.m.
NEDg Description generation batch_69c0362dc2648190b1cb81d6aa3050da completed March 22, 2026, 6:34 p.m.
NED2 Entity disambiguation (via description) batch_69c036adf9ac8190aed5688d67e52304 completed March 22, 2026, 6:36 p.m.
Created at: March 22, 2026, 3:35 p.m.