Triple

T20068945
Position Surface form Disambiguated ID Type / Status
Subject Charles Yang E499682 entity
Predicate knownFor P22 FINISHED
Object the Tolerance Principle in language acquisition
The Tolerance Principle in language acquisition is a quantitative theory proposed by Charles Yang that predicts when children will generalize a linguistic rule based on the balance between memorizing exceptions and applying the rule productively.
E1410534 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: the Tolerance Principle in language acquisition | Statement: [Charles Yang, knownFor, the Tolerance Principle in language acquisition]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: the Tolerance Principle in language acquisition
Context triple: [Charles Yang, knownFor, the Tolerance Principle in language acquisition]
  • A. Constructing a Language: A Usage-Based Theory of Language Acquisition
    "Constructing a Language: A Usage-Based Theory of Language Acquisition" is a seminal book by Michael Tomasello that argues children learn language through social interaction and the gradual abstraction of patterns from their communicative experiences, rather than via innate universal grammar.
  • B. A First Language: The Early Stages
    A First Language: The Early Stages is a landmark psycholinguistic study that meticulously documents how a young child acquires and develops their first language over time.
  • C. The Architecture of Language
    The Architecture of Language is a poetry collection by Quincy Troupe that showcases his innovative, jazz-inflected style and exploration of African American experience, history, and identity.
  • D. The Practical Study of Languages
    The Practical Study of Languages is a foundational work on language learning and phonetics by linguist Henry Sweet, offering systematic methods for studying and teaching foreign languages.
  • E. The Development of Language
    The Development of Language is a widely used textbook in psycholinguistics and language acquisition that explores how children learn and develop language from infancy through later childhood.
  • 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: the Tolerance Principle in language acquisition
Triple: [Charles Yang, knownFor, the Tolerance Principle in language acquisition]
Generated description
The Tolerance Principle in language acquisition is a quantitative theory proposed by Charles Yang that predicts when children will generalize a linguistic rule based on the balance between memorizing exceptions and applying the rule productively.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: the Tolerance Principle in language acquisition
Target entity description: The Tolerance Principle in language acquisition is a quantitative theory proposed by Charles Yang that predicts when children will generalize a linguistic rule based on the balance between memorizing exceptions and applying the rule productively.
  • A. Constructing a Language: A Usage-Based Theory of Language Acquisition
    "Constructing a Language: A Usage-Based Theory of Language Acquisition" is a seminal book by Michael Tomasello that argues children learn language through social interaction and the gradual abstraction of patterns from their communicative experiences, rather than via innate universal grammar.
  • B. A First Language: The Early Stages
    A First Language: The Early Stages is a landmark psycholinguistic study that meticulously documents how a young child acquires and develops their first language over time.
  • C. The Architecture of Language
    The Architecture of Language is a poetry collection by Quincy Troupe that showcases his innovative, jazz-inflected style and exploration of African American experience, history, and identity.
  • D. The Practical Study of Languages
    The Practical Study of Languages is a foundational work on language learning and phonetics by linguist Henry Sweet, offering systematic methods for studying and teaching foreign languages.
  • E. The Development of Language
    The Development of Language is a widely used textbook in psycholinguistics and language acquisition that explores how children learn and develop language from infancy through later childhood.
  • 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_69da627770948190997f486f9a2e370f completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e664365ad0819089103b00d1cf8c9f completed April 20, 2026, 5:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a081f3acb7881908e23b1d066c35051 completed May 16, 2026, 7:39 a.m.
NEDg Description generation batch_6a081fbb7f208190a032f9f312fd07de completed May 16, 2026, 7:41 a.m.
NED2 Entity disambiguation (via description) batch_6a08208c203c819083abea34d10d5e4e completed May 16, 2026, 7:45 a.m.
Created at: April 11, 2026, 3:39 p.m.