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.