Triple
T3415022
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Scala |
E71988
|
entity |
| Predicate | influencedBy |
P9
|
FINISHED |
| Object |
Pizza programming language
Pizza is an experimental extension of Java that introduced advanced type system features like generics, higher-order functions, and algebraic data types, influencing later languages such as Scala.
|
E355652
|
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: Pizza programming language | Statement: [Scala, influencedBy, Pizza programming language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pizza programming language Context triple: [Scala, influencedBy, Pizza programming language]
-
A.
pizza Margherita
Pizza Margherita is a classic Italian pizza topped with tomatoes, mozzarella, fresh basil, and olive oil, symbolizing the colors of the Italian flag.
-
B.
Pizzaman
Pizzaman is an electronic music project and alias of British DJ and producer Norman Cook, better known as Fatboy Slim.
-
C.
PIE
PIE is the commonly used abbreviation for Proto-Indo-European, the hypothetical prehistoric ancestor of most modern European and many South and Central Asian languages.
-
D.
Playing for Pizza
Playing for Pizza is a sports-themed novel by John Grisham that follows a disgraced American football quarterback who seeks redemption playing in Italy’s professional league.
-
E.
Stuffed Crust Pizza
Stuffed Crust Pizza is a popular style of pizza distinguished by a ring of melted cheese baked into its outer crust, widely associated with Pizza Hut’s innovation in the 1990s.
- 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: Pizza programming language Triple: [Scala, influencedBy, Pizza programming language]
Generated description
Pizza is an experimental extension of Java that introduced advanced type system features like generics, higher-order functions, and algebraic data types, influencing later languages such as Scala.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pizza programming language Target entity description: Pizza is an experimental extension of Java that introduced advanced type system features like generics, higher-order functions, and algebraic data types, influencing later languages such as Scala.
-
A.
pizza Margherita
Pizza Margherita is a classic Italian pizza topped with tomatoes, mozzarella, fresh basil, and olive oil, symbolizing the colors of the Italian flag.
-
B.
Pizzaman
Pizzaman is an electronic music project and alias of British DJ and producer Norman Cook, better known as Fatboy Slim.
-
C.
PIE
PIE is the commonly used abbreviation for Proto-Indo-European, the hypothetical prehistoric ancestor of most modern European and many South and Central Asian languages.
-
D.
Playing for Pizza
Playing for Pizza is a sports-themed novel by John Grisham that follows a disgraced American football quarterback who seeks redemption playing in Italy’s professional league.
-
E.
Stuffed Crust Pizza
Stuffed Crust Pizza is a popular style of pizza distinguished by a ring of melted cheese baked into its outer crust, widely associated with Pizza Hut’s innovation in the 1990s.
- 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_69ad85ac312481909e7027ced1456a9f |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb929b8ec8190aef431ec8ea2cf80 |
completed | March 8, 2026, 6 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b34be16dd48190a51f4e13a6a13a4f |
completed | March 12, 2026, 11:27 p.m. |
| NEDg | Description generation | batch_69b34e4972008190af3b84f26b4a3629 |
completed | March 12, 2026, 11:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b34fc6c3f88190ba1a08243232df05 |
completed | March 12, 2026, 11:44 p.m. |
Created at: March 8, 2026, 3:15 p.m.