Triple

T4416618
Position Surface form Disambiguated ID Type / Status
Subject Things a Computer Scientist Rarely Talks About E94989 entity
Predicate publisher P29 FINISHED
Object CSLI Publications
CSLI Publications is an academic publishing house associated with Stanford University's Center for the Study of Language and Information, specializing in linguistics, cognitive science, philosophy, and related fields.
E437493 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: CSLI Publications | Statement: [Things a Computer Scientist Rarely Talks About, publisher, CSLI Publications]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: CSLI Publications
Context triple: [Things a Computer Scientist Rarely Talks About, publisher, CSLI Publications]
  • A. Linguistics and Language Behavior Abstracts
    Linguistics and Language Behavior Abstracts is a specialized bibliographic database that provides abstracts and indexing for scholarly literature in linguistics, language studies, and related behavioral sciences.
  • B. Papers in Structural and Transformational Linguistics
    Papers in Structural and Transformational Linguistics is a collected volume of influential articles by linguist Zellig Harris that helped shape the development of structural and early transformational approaches to language analysis.
  • C. MIT Linguistics Section
    The MIT Linguistics Section is the linguistics program at the Massachusetts Institute of Technology, renowned for its influential theoretical research and for training many leading figures in modern linguistics.
  • D. ACM Transactions on Asian and Low-Resource Language Information Processing
    ACM Transactions on Asian and Low-Resource Language Information Processing is a peer-reviewed scholarly journal focusing on computational linguistics, natural language processing, and information processing for Asian and other low-resource languages.
  • E. Stanford University Department of Linguistics
    The Stanford University Department of Linguistics is a leading academic department renowned for its research and teaching across theoretical, computational, and sociolinguistics.
  • 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: CSLI Publications
Triple: [Things a Computer Scientist Rarely Talks About, publisher, CSLI Publications]
Generated description
CSLI Publications is an academic publishing house associated with Stanford University's Center for the Study of Language and Information, specializing in linguistics, cognitive science, philosophy, and related fields.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: CSLI Publications
Target entity description: CSLI Publications is an academic publishing house associated with Stanford University's Center for the Study of Language and Information, specializing in linguistics, cognitive science, philosophy, and related fields.
  • A. Linguistics and Language Behavior Abstracts
    Linguistics and Language Behavior Abstracts is a specialized bibliographic database that provides abstracts and indexing for scholarly literature in linguistics, language studies, and related behavioral sciences.
  • B. Papers in Structural and Transformational Linguistics
    Papers in Structural and Transformational Linguistics is a collected volume of influential articles by linguist Zellig Harris that helped shape the development of structural and early transformational approaches to language analysis.
  • C. MIT Linguistics Section
    The MIT Linguistics Section is the linguistics program at the Massachusetts Institute of Technology, renowned for its influential theoretical research and for training many leading figures in modern linguistics.
  • D. ACM Transactions on Asian and Low-Resource Language Information Processing
    ACM Transactions on Asian and Low-Resource Language Information Processing is a peer-reviewed scholarly journal focusing on computational linguistics, natural language processing, and information processing for Asian and other low-resource languages.
  • E. Stanford University Department of Linguistics
    The Stanford University Department of Linguistics is a leading academic department renowned for its research and teaching across theoretical, computational, and sociolinguistics.
  • 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_69b3453a36908190b95a79a297ca083c completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3551afb448190a2ce2000193808ac completed March 13, 2026, 12:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69b5f61b56a8819099b5302f1b53f76d completed March 14, 2026, 11:58 p.m.
NEDg Description generation batch_69b5f709063c81909334a5b21da99c22 completed March 15, 2026, 12:02 a.m.
NED2 Entity disambiguation (via description) batch_69b5f7887cb08190bf498eefc3627bfa completed March 15, 2026, 12:04 a.m.
Created at: March 12, 2026, 11:29 p.m.