Triple
T5923933
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | OCaml |
E131758
|
entity |
| Predicate | standardPackageManager |
P11904
|
FINISHED |
| Object |
opam
opam is the primary package manager and build tool used for installing, managing, and publishing OCaml libraries and applications.
|
E554875
|
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: opam | Statement: [OCaml, standardPackageManager, opam]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: opam Context triple: [OCaml, standardPackageManager, opam]
-
A.
opkg
opkg is a lightweight package management system commonly used in embedded Linux distributions to install, update, and remove software packages.
-
B.
Atom package registry
Atom package registry is the online repository where developers publish and share extensions and packages that enhance the functionality of the Atom text editor.
-
C.
OCaml
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.
-
D.
Hackage
Hackage is the central online package repository and distribution platform for the Haskell programming language’s libraries and tools.
-
E.
Swift Package Manager
Swift Package Manager is the official tool for managing, building, and distributing Swift code and dependencies across projects.
- 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: opam Triple: [OCaml, standardPackageManager, opam]
Generated description
opam is the primary package manager and build tool used for installing, managing, and publishing OCaml libraries and applications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: opam Target entity description: opam is the primary package manager and build tool used for installing, managing, and publishing OCaml libraries and applications.
-
A.
opkg
opkg is a lightweight package management system commonly used in embedded Linux distributions to install, update, and remove software packages.
-
B.
Atom package registry
Atom package registry is the online repository where developers publish and share extensions and packages that enhance the functionality of the Atom text editor.
-
C.
OCaml
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.
-
D.
Hackage
Hackage is the central online package repository and distribution platform for the Haskell programming language’s libraries and tools.
-
E.
Swift Package Manager
Swift Package Manager is the official tool for managing, building, and distributing Swift code and dependencies across projects.
- 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_69c0085a1ed08190a7e9a8b6323fd680 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c03851189c819094524e8b5080545e |
completed | March 22, 2026, 6:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0c0483e3481908e50f8b34b11a878 |
completed | March 23, 2026, 4:23 a.m. |
| NEDg | Description generation | batch_69c0c1442eb48190bc67c77764116b17 |
completed | March 23, 2026, 4:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0c1c31b108190af16c66f6e8a4c25 |
completed | March 23, 2026, 4:29 a.m. |
Created at: March 22, 2026, 4 p.m.