Triple
T18256046
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | GHC |
E437224
|
entity |
| Predicate | developedBy |
P73
|
FINISHED |
| Object |
Well-Typed LLP
Well-Typed LLP is a Haskell-focused consultancy and development company known for its core contributions to the Glasgow Haskell Compiler and the Haskell ecosystem.
|
E1314174
|
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: Well-Typed LLP | Statement: [GHC, developedBy, Well-Typed LLP]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Well-Typed LLP Context triple: [GHC, developedBy, Well-Typed LLP]
-
A.
Haskell Institute
Haskell Institute was an educational institution in Kansas historically known for its Native American student body and athletic programs, where legendary basketball coach Phog Allen once worked.
-
B.
Hindley–Milner type system
The Hindley–Milner type system is a classical polymorphic type system used in many functional programming languages, notable for enabling type inference without explicit type annotations.
-
C.
Philip Wadler
Philip Wadler is a prominent computer scientist known for his foundational contributions to functional programming languages, type systems, and the theory and design of languages such as Haskell.
-
D.
Standard ML of New Jersey
Standard ML of New Jersey is a well-known, optimizing compiler and interactive environment for the Standard ML programming language, widely used in research and teaching.
-
E.
Twelf
Twelf is a logical framework and meta-logical tool used for specifying, implementing, and proving properties of deductive systems such as programming languages and logics.
- 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: Well-Typed LLP Triple: [GHC, developedBy, Well-Typed LLP]
Generated description
Well-Typed LLP is a Haskell-focused consultancy and development company known for its core contributions to the Glasgow Haskell Compiler and the Haskell ecosystem.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Well-Typed LLP Target entity description: Well-Typed LLP is a Haskell-focused consultancy and development company known for its core contributions to the Glasgow Haskell Compiler and the Haskell ecosystem.
-
A.
Haskell Institute
Haskell Institute was an educational institution in Kansas historically known for its Native American student body and athletic programs, where legendary basketball coach Phog Allen once worked.
-
B.
Hindley–Milner type system
The Hindley–Milner type system is a classical polymorphic type system used in many functional programming languages, notable for enabling type inference without explicit type annotations.
-
C.
Philip Wadler
Philip Wadler is a prominent computer scientist known for his foundational contributions to functional programming languages, type systems, and the theory and design of languages such as Haskell.
-
D.
Standard ML of New Jersey
Standard ML of New Jersey is a well-known, optimizing compiler and interactive environment for the Standard ML programming language, widely used in research and teaching.
-
E.
Twelf
Twelf is a logical framework and meta-logical tool used for specifying, implementing, and proving properties of deductive systems such as programming languages and logics.
- 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_69d8b913351c8190932b6a426de04b41 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4fd85ee548190a102611fcf709ad4 |
completed | April 19, 2026, 4:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03ac79bc7881909794d5f563ab0552 |
completed | May 12, 2026, 10:40 p.m. |
| NEDg | Description generation | batch_6a03ad3be75c819080f57a24747ec55f |
completed | May 12, 2026, 10:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03aede6ea481908bb9acdb2ff17e9a |
completed | May 12, 2026, 10:51 p.m. |
Created at: April 10, 2026, 10:34 a.m.