Triple

T8483031

Position	Surface form	Disambiguated ID	Type / Status
Subject	Heiga Zen	`E200563`	entity
Predicate	hasPublicationVenue	`P53492`	FINISHED
Object	INTERSPEECH INTERSPEECH is a leading international conference focused on speech communication and technology, covering research in speech processing, recognition, synthesis, and related fields.	`E736212`	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: INTERSPEECH | Statement: [Heiga Zen, hasPublicationVenue, INTERSPEECH]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: INTERSPEECH
Context triple: [Heiga Zen, hasPublicationVenue, INTERSPEECH]

A. IEEE Transactions on Audio, Speech, and Language Processing
IEEE Transactions on Audio, Speech, and Language Processing is a leading peer-reviewed journal covering research and advances in audio, speech, and natural language signal processing.
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. IEEE International Conference on Acoustics, Speech, and Signal Processing
The IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) is a leading annual scientific conference that showcases cutting-edge research and advances in signal processing, including audio, speech, image, and multimedia technologies.
D. Proceedings of Meetings on Acoustics
Proceedings of Meetings on Acoustics is a scholarly journal and conference proceedings series that publishes peer-reviewed research papers and presentations in the field of acoustics.
E. 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.
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: INTERSPEECH
Triple: [Heiga Zen, hasPublicationVenue, INTERSPEECH]

Generated description

INTERSPEECH is a leading international conference focused on speech communication and technology, covering research in speech processing, recognition, synthesis, and related fields.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: INTERSPEECH
Target entity description: INTERSPEECH is a leading international conference focused on speech communication and technology, covering research in speech processing, recognition, synthesis, and related fields.

A. IEEE Transactions on Audio, Speech, and Language Processing
IEEE Transactions on Audio, Speech, and Language Processing is a leading peer-reviewed journal covering research and advances in audio, speech, and natural language signal processing.
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. IEEE International Conference on Acoustics, Speech, and Signal Processing
The IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) is a leading annual scientific conference that showcases cutting-edge research and advances in signal processing, including audio, speech, image, and multimedia technologies.
D. Proceedings of Meetings on Acoustics
Proceedings of Meetings on Acoustics is a scholarly journal and conference proceedings series that publishes peer-reviewed research papers and presentations in the field of acoustics.
E. 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.
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_69ca831b17988190a1f3f3413d57b820`	completed	March 30, 2026, 2:05 p.m.
NER	Named-entity recognition	`batch_69cc4576d48c8190a3e94d8ab3001b65`	completed	March 31, 2026, 10:06 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ce3a348a8481908a72c7ac15605022`	completed	April 2, 2026, 9:43 a.m.
NEDg	Description generation	`batch_69ce3b56c3d881909468c3304e84cdb8`	completed	April 2, 2026, 9:48 a.m.
NED2	Entity disambiguation (via description)	`batch_69ce3c2579a08190af15d40d4bf7bb9f`	completed	April 2, 2026, 9:51 a.m.

Created at: March 30, 2026, 6:12 p.m.