Triple
T17041013
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Geoffrey Pullum |
E413445
|
entity |
| Predicate | knownFor |
P22
|
FINISHED |
| Object |
Language Log blog posts
Language Log blog posts are influential, linguistics-focused online essays and commentaries co-authored by scholars such as Geoffrey Pullum that analyze language use, grammar, and popular misconceptions about linguistics.
|
E1247516
|
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: Language Log blog posts | Statement: [Geoffrey Pullum, knownFor, Language Log blog posts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Language Log blog posts Context triple: [Geoffrey Pullum, knownFor, Language Log blog posts]
-
A.
Faculty of Language blog
The Faculty of Language blog is an online forum focused on linguistics and the science of language, featuring commentary, discussion, and analysis by researchers such as Norbert Hornstein.
-
B.
On Language
On Language is a popular collection of William Safire’s witty and insightful columns exploring usage, grammar, and the evolution of the English language.
-
C.
The Language Archive
The Language Archive is a poignant stage play by Julia Cho that explores love, communication, and the limits of language through the story of a linguist struggling to understand the people closest to him.
-
D.
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.
-
E.
Glottolog
Glottolog is a comprehensive bibliographic and classification database of the world’s languages and dialects, maintained by linguists at the Max Planck Institute.
- 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: Language Log blog posts Triple: [Geoffrey Pullum, knownFor, Language Log blog posts]
Generated description
Language Log blog posts are influential, linguistics-focused online essays and commentaries co-authored by scholars such as Geoffrey Pullum that analyze language use, grammar, and popular misconceptions about linguistics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Language Log blog posts Target entity description: Language Log blog posts are influential, linguistics-focused online essays and commentaries co-authored by scholars such as Geoffrey Pullum that analyze language use, grammar, and popular misconceptions about linguistics.
-
A.
Faculty of Language blog
The Faculty of Language blog is an online forum focused on linguistics and the science of language, featuring commentary, discussion, and analysis by researchers such as Norbert Hornstein.
-
B.
On Language
On Language is a popular collection of William Safire’s witty and insightful columns exploring usage, grammar, and the evolution of the English language.
-
C.
The Language Archive
The Language Archive is a poignant stage play by Julia Cho that explores love, communication, and the limits of language through the story of a linguist struggling to understand the people closest to him.
-
D.
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.
-
E.
Glottolog
Glottolog is a comprehensive bibliographic and classification database of the world’s languages and dialects, maintained by linguists at the Max Planck Institute.
- 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_69d886cd18288190b006abab23f811b7 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d8f6a0c08190a838279b83b55b72 |
completed | April 18, 2026, 7:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a012338a95c8190951db96209edb61a |
completed | May 11, 2026, 12:30 a.m. |
| NEDg | Description generation | batch_6a01241510048190ae1c459873f8a587 |
completed | May 11, 2026, 12:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0124e389908190b2ee3121be2c9383 |
completed | May 11, 2026, 12:37 a.m. |
Created at: April 10, 2026, 5:33 a.m.