Triple
T5838660
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | repoze.bfg |
E129537
|
entity |
| Predicate | uses |
P98
|
FINISHED |
| Object |
PasteDeploy
PasteDeploy is a Python library that provides a standard way to configure and load WSGI applications and middleware via declarative configuration files.
|
E552004
|
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: PasteDeploy | Statement: [repoze.bfg, uses, PasteDeploy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: PasteDeploy Context triple: [repoze.bfg, uses, PasteDeploy]
-
A.
Cloud Deploy
Cloud Deploy is Google Cloud’s managed continuous delivery service for automating and managing application releases to various deployment targets such as Kubernetes clusters.
-
B.
Werkzeug
Werkzeug is a widely used Python WSGI utility library that provides the low-level building blocks for web application frameworks such as Flask.
-
C.
Toesca
Toesca is an Italian-origin surname best known through Joaquín Toesca, an 18th-century architect influential in colonial Chilean architecture.
-
D.
pipx
pipx is a Python tool that installs and runs Python applications in isolated environments, making it easy to manage and execute command-line utilities without polluting system-wide packages.
-
E.
SaltStack
SaltStack is an open-source configuration management and remote execution platform used to automate the provisioning, configuration, and orchestration of IT infrastructure at scale.
- 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: PasteDeploy Triple: [repoze.bfg, uses, PasteDeploy]
Generated description
PasteDeploy is a Python library that provides a standard way to configure and load WSGI applications and middleware via declarative configuration files.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: PasteDeploy Target entity description: PasteDeploy is a Python library that provides a standard way to configure and load WSGI applications and middleware via declarative configuration files.
-
A.
Cloud Deploy
Cloud Deploy is Google Cloud’s managed continuous delivery service for automating and managing application releases to various deployment targets such as Kubernetes clusters.
-
B.
Werkzeug
Werkzeug is a widely used Python WSGI utility library that provides the low-level building blocks for web application frameworks such as Flask.
-
C.
Toesca
Toesca is an Italian-origin surname best known through Joaquín Toesca, an 18th-century architect influential in colonial Chilean architecture.
-
D.
pipx
pipx is a Python tool that installs and runs Python applications in isolated environments, making it easy to manage and execute command-line utilities without polluting system-wide packages.
-
E.
SaltStack
SaltStack is an open-source configuration management and remote execution platform used to automate the provisioning, configuration, and orchestration of IT infrastructure at scale.
- 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_69c0084af79c81908af128ccc29983d0 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c034a66c448190a6ea7f9827cbffe9 |
completed | March 22, 2026, 6:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0a19a6554819086cdae499f4d2247 |
completed | March 23, 2026, 2:12 a.m. |
| NEDg | Description generation | batch_69c0a5ce005c8190a7da8d337caa089c |
completed | March 23, 2026, 2:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0a62cadf481909007a2a16cd36dbf |
completed | March 23, 2026, 2:32 a.m. |
Created at: March 22, 2026, 3:54 p.m.