Triple
T17610119
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sir John Lyons |
E428943
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Structural Semantics
Structural Semantics is a seminal work in linguistic theory by Sir John Lyons that systematically analyzes meaning through the structural relationships within language.
|
E1277609
|
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: Structural Semantics | Statement: [Sir John Lyons, notableWork, Structural Semantics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Structural Semantics Context triple: [Sir John Lyons, notableWork, Structural Semantics]
-
A.
Mathematical Structures of Language
Mathematical Structures of Language is a foundational work in mathematical linguistics that applies formal and algebraic methods to analyze the structure of natural languages.
-
B.
Semantics and Pragmatics
Semantics and Pragmatics is a peer-reviewed open-access academic journal focusing on research in linguistic semantics and pragmatics.
-
C.
Lexical-Functional Grammar
Lexical-Functional Grammar is a non-transformational theory of syntax that models sentence structure through parallel levels of representation, emphasizing the relationship between grammatical functions and lexical information.
-
D.
The Establishment of Scientific Semantics
The Establishment of Scientific Semantics is an influential essay by Alfred Tarski that lays out a rigorous, formal approach to defining truth and meaning in scientific languages.
-
E.
Semantics and Cognition
Semantics and Cognition is a foundational book in cognitive linguistics that explores how meaning in language is structured and represented in the human mind.
- 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: Structural Semantics Triple: [Sir John Lyons, notableWork, Structural Semantics]
Generated description
Structural Semantics is a seminal work in linguistic theory by Sir John Lyons that systematically analyzes meaning through the structural relationships within language.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Structural Semantics Target entity description: Structural Semantics is a seminal work in linguistic theory by Sir John Lyons that systematically analyzes meaning through the structural relationships within language.
-
A.
Mathematical Structures of Language
Mathematical Structures of Language is a foundational work in mathematical linguistics that applies formal and algebraic methods to analyze the structure of natural languages.
-
B.
Semantics and Pragmatics
Semantics and Pragmatics is a peer-reviewed open-access academic journal focusing on research in linguistic semantics and pragmatics.
-
C.
Lexical-Functional Grammar
Lexical-Functional Grammar is a non-transformational theory of syntax that models sentence structure through parallel levels of representation, emphasizing the relationship between grammatical functions and lexical information.
-
D.
The Establishment of Scientific Semantics
The Establishment of Scientific Semantics is an influential essay by Alfred Tarski that lays out a rigorous, formal approach to defining truth and meaning in scientific languages.
-
E.
Semantics and Cognition
Semantics and Cognition is a foundational book in cognitive linguistics that explores how meaning in language is structured and represented in the human mind.
- 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_69d889e1c6148190ba76241e74688f8b |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e46d2d294881908380b2ab0b4d2503 |
completed | April 19, 2026, 5:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01e8241cb481909ebb91e24c6eaf63 |
completed | May 11, 2026, 2:31 p.m. |
| NEDg | Description generation | batch_6a01ee1a291c81909fa432ccc787028f |
completed | May 11, 2026, 2:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01eec7e00c81908d88be9f88e924c8 |
completed | May 11, 2026, 2:59 p.m. |
Created at: April 10, 2026, 5:51 a.m.