Triple

T21711450
Position Surface form Disambiguated ID Type / Status
Subject Michael Halliday E535915 entity
Predicate notableWork P4 FINISHED
Object Learning How to Mean
"Learning How to Mean" is a seminal work in systemic functional linguistics in which Michael Halliday explores how children develop language as a resource for making meaning in social contexts.
E1498623 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: Learning How to Mean | Statement: [Michael Halliday, notableWork, Learning How to Mean]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Learning How to Mean
Context triple: [Michael Halliday, notableWork, Learning How to Mean]
  • A. The Way to Language
    "The Way to Language" is a philosophical essay by Martin Heidegger that explores the nature of language as the medium through which being and thought are disclosed.
  • B. The Learners
    "The Learners" is a novel by renowned graphic designer and author Chip Kidd that continues the story from his debut book "The Cheese Monkeys," following a young art student navigating the world of graphic design and advertising in the early 1960s.
  • C. The Understanding
    The Understanding is a hip-hop album by rapper Memphis Bleek, showcasing his early 2000s East Coast rap style and affiliation with Roc-A-Fella Records.
  • D. Reading Myself and Others
    "Reading Myself and Others" is a collection of essays and interviews by Philip Roth in which he reflects on his own work, the craft of fiction, and the role of the writer.
  • E. What You See Is What You Mean
    What You See Is What You Mean is a document-editing philosophy that emphasizes semantic structure and content meaning over visual appearance, contrasting with traditional WYSIWYG approaches.
  • 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: Learning How to Mean
Triple: [Michael Halliday, notableWork, Learning How to Mean]
Generated description
"Learning How to Mean" is a seminal work in systemic functional linguistics in which Michael Halliday explores how children develop language as a resource for making meaning in social contexts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Learning How to Mean
Target entity description: "Learning How to Mean" is a seminal work in systemic functional linguistics in which Michael Halliday explores how children develop language as a resource for making meaning in social contexts.
  • A. The Way to Language
    "The Way to Language" is a philosophical essay by Martin Heidegger that explores the nature of language as the medium through which being and thought are disclosed.
  • B. The Learners
    "The Learners" is a novel by renowned graphic designer and author Chip Kidd that continues the story from his debut book "The Cheese Monkeys," following a young art student navigating the world of graphic design and advertising in the early 1960s.
  • C. The Understanding
    The Understanding is a hip-hop album by rapper Memphis Bleek, showcasing his early 2000s East Coast rap style and affiliation with Roc-A-Fella Records.
  • D. Reading Myself and Others
    "Reading Myself and Others" is a collection of essays and interviews by Philip Roth in which he reflects on his own work, the craft of fiction, and the role of the writer.
  • E. What You See Is What You Mean
    What You See Is What You Mean is a document-editing philosophy that emphasizes semantic structure and content meaning over visual appearance, contrasting with traditional WYSIWYG approaches.
  • 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_69e0c46b44c0819088ab883ebd44e0e8 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69efb53450108190ba1c9e3cc3a0ab89 completed April 27, 2026, 7:12 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a24afb170819082e8b5d06427140a completed May 17, 2026, 8:27 p.m.
NEDg Description generation batch_6a0a276da268819082c3e2551f05e020 completed May 17, 2026, 8:39 p.m.
NED2 Entity disambiguation (via description) batch_6a0a27d9bb248190b65da5cb50c332ec completed May 17, 2026, 8:40 p.m.
Created at: April 16, 2026, 6:46 p.m.