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.