Triple
T18724851
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gil Elbaz |
E457873
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Applied Semantics
Applied Semantics was a software company best known for developing the contextual advertising technology that became the foundation of Google AdSense.
|
E1339939
|
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: Applied Semantics | Statement: [Gil Elbaz, notableWork, Applied Semantics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Applied Semantics Context triple: [Gil Elbaz, notableWork, Applied Semantics]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Semantics and Pragmatics
Semantics and Pragmatics is a peer-reviewed open-access academic journal focusing on research in linguistic semantics and pragmatics.
-
E.
Linguistic Semantics: An Introduction
Linguistic Semantics: An Introduction is a foundational textbook by Sir John Lyons that systematically presents the key concepts, theories, and methods used in the study of meaning in natural language.
- 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: Applied Semantics Triple: [Gil Elbaz, notableWork, Applied Semantics]
Generated description
Applied Semantics was a software company best known for developing the contextual advertising technology that became the foundation of Google AdSense.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Applied Semantics Target entity description: Applied Semantics was a software company best known for developing the contextual advertising technology that became the foundation of Google AdSense.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Semantics and Pragmatics
Semantics and Pragmatics is a peer-reviewed open-access academic journal focusing on research in linguistic semantics and pragmatics.
-
E.
Linguistic Semantics: An Introduction
Linguistic Semantics: An Introduction is a foundational textbook by Sir John Lyons that systematically presents the key concepts, theories, and methods used in the study of meaning in natural language.
- 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_69d8d393ba9c8190a8b03b04ddbb0a09 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e56d72d2c4819080b0d31860976b5e |
completed | April 20, 2026, 12:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05325630e881908720d703b24bcee2 |
completed | May 14, 2026, 2:24 a.m. |
| NEDg | Description generation | batch_6a053402521c8190927afa670fb8e38e |
completed | May 14, 2026, 2:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05349009e481909fb757415468aa70 |
completed | May 14, 2026, 2:33 a.m. |
Created at: April 10, 2026, 11:50 a.m.