Triple
T17677630
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Prolog |
E440678
|
entity |
| Predicate | influenced |
P9
|
FINISHED |
| Object |
Datalog
Datalog is a declarative logic programming language, often used in databases and program analysis, that restricts Prolog-like syntax to a safe, recursion-friendly subset without complex terms or function symbols.
|
E1282532
|
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: Datalog | Statement: [Prolog, influenced, Datalog]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Datalog Context triple: [Prolog, influenced, Datalog]
-
A.
Soufflé Datalog engine
Soufflé Datalog engine is a high-performance, open-source Datalog compiler and analysis framework widely used for static program analysis and other logic-based data processing tasks.
-
B.
DLV
DLV is the commonly used abbreviation for the German Athletics Association, the national governing body for athletics in Germany.
-
C.
kodkod
The kodkod is a small, elusive wild cat native to the temperate rainforests of southern Chile and Argentina, known for being one of the smallest felids in the Americas.
-
D.
DataBase systems and Logic Programming
DataBase systems and Logic Programming (DBLP) is a computer science bibliography project that indexes research publications in areas such as databases, logic programming, and related fields.
-
E.
Principles and Practice of Declarative Programming
Principles and Practice of Declarative Programming is an international academic conference focused on research and advances in declarative programming languages and paradigms.
- 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: Datalog Triple: [Prolog, influenced, Datalog]
Generated description
Datalog is a declarative logic programming language, often used in databases and program analysis, that restricts Prolog-like syntax to a safe, recursion-friendly subset without complex terms or function symbols.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Datalog Target entity description: Datalog is a declarative logic programming language, often used in databases and program analysis, that restricts Prolog-like syntax to a safe, recursion-friendly subset without complex terms or function symbols.
-
A.
Soufflé Datalog engine
Soufflé Datalog engine is a high-performance, open-source Datalog compiler and analysis framework widely used for static program analysis and other logic-based data processing tasks.
-
B.
DLV
DLV is the commonly used abbreviation for the German Athletics Association, the national governing body for athletics in Germany.
-
C.
kodkod
The kodkod is a small, elusive wild cat native to the temperate rainforests of southern Chile and Argentina, known for being one of the smallest felids in the Americas.
-
D.
DataBase systems and Logic Programming
DataBase systems and Logic Programming (DBLP) is a computer science bibliography project that indexes research publications in areas such as databases, logic programming, and related fields.
-
E.
Principles and Practice of Declarative Programming
Principles and Practice of Declarative Programming is an international academic conference focused on research and advances in declarative programming languages and paradigms.
- 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_69d8b9e940b081908b862bb0e6e89b0d |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e46f6e959c819092d9d33e79bd51f7 |
completed | April 19, 2026, 6 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a022325d6108190975082abcdb21ce1 |
completed | May 11, 2026, 6:42 p.m. |
| NEDg | Description generation | batch_6a022759531c8190a77c5dc4e3ccaee6 |
completed | May 11, 2026, 7 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0227ff79d881908ad190b2665bc63d |
completed | May 11, 2026, 7:03 p.m. |
Created at: April 10, 2026, 10:01 a.m.