Triple
T22447061
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hongbo Zhang |
E554887
|
entity |
| Predicate | programmingLanguageWorkedOn |
P148234
|
FINISHED |
| Object | OCaml |
—
|
NE NERFINISHED |
How this triple was built (3 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: OCaml | Statement: [Hongbo Zhang, programmingLanguageWorkedOn, OCaml]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: OCaml Context triple: [Hongbo Zhang, programmingLanguageWorkedOn, OCaml]
-
A.
OCaml
chosen
OCaml is a statically typed functional programming language from the ML family, known for its powerful type system, pattern matching, and efficient native code compilation.
-
B.
ReasonML
ReasonML is a syntax and toolchain for the OCaml language that offers a JavaScript-friendly, type-safe alternative for building web and native applications.
-
C.
MetaOCaml
MetaOCaml is a statically typed functional programming language extending OCaml with built-in support for multi-stage programming and code generation.
-
D.
ocamlc
ocamlc is the bytecode compiler for the OCaml programming language, translating OCaml source code into portable bytecode executables.
-
E.
OCaml development team
The OCaml development team is the group of core contributors responsible for designing, implementing, and evolving the OCaml programming language and its official toolchain.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: programmingLanguageWorkedOn Context triple: [Hongbo Zhang, programmingLanguageWorkedOn, OCaml]
-
A.
programmingParadigmWorkedOn
Indicates that an entity has worked on or been involved with a particular programming paradigm.
-
B.
programmingLanguage
Indicates that one entity is a programming language used to create, control, or interact with the other entity.
-
C.
programLanguage
Indicates that an entity is implemented, written, or expressed using a particular programming language.
-
D.
languagesUsed
Indicates that one entity uses, employs, or is expressed in one or more languages associated with the other entity.
-
E.
languageOfPrimaryProgramming
Indicates the programming language that is primarily used to implement or develop a given entity.
- F. None of above. chosen
Provenance (4 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_69e11e5113208190ab58c6b595f9d1d0 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15b48be0481909f4601b732424e5b |
completed | April 29, 2026, 1:13 a.m. |
| PD | Predicate disambiguation | batch_69e898ad961c819098fd1e46129bddcc |
completed | April 22, 2026, 9:45 a.m. |
| PDg | Predicate description generation | batch_69e8aa39e3388190b659d59948ebf3e6 |
completed | April 22, 2026, 11 a.m. |
Created at: April 16, 2026, 8:47 p.m.