Triple

T21499577
Position Surface form Disambiguated ID Type / Status
Subject Dell Hymes E530440 entity
Predicate knownFor P22 FINISHED
Object SPEAKING model of speech events E530445 NE FINISHED

How this triple was built (2 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, knownFor, 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, knownFor, SPEAKING model of speech events]
  • A. SPEAKING model of speech events chosen
    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.
  • B. Deep Speech
    Deep Speech is the eerie, alien language associated with aberrant and otherworldly creatures in fantasy role-playing settings.
  • C. 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.
  • D. Quantal theory of speech
    The Quantal theory of speech is a foundational phonetic theory that explains why human languages favor certain stable speech sounds, linking articulatory-acoustic properties to the organization of phonological systems.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69e0c45bd15481909fba5910765cdda2 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69e9ea5ae154819090299773b373b921 completed April 23, 2026, 9:46 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09e13d6bc88190a55f46c68c9c55c2 completed May 17, 2026, 3:39 p.m.
Created at: April 16, 2026, 6:24 p.m.