Triple

T17557369
Position Surface form Disambiguated ID Type / Status
Subject Python packaging ecosystem E427621 entity
Predicate includesConcept P531 FINISHED
Object MANIFEST.in
MANIFEST.in is a configuration file used in Python packaging to specify which additional files should be included in a source distribution.
 E1275195 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: MANIFEST.in | Statement: [Python packaging ecosystem, includesConcept, MANIFEST.in]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MANIFEST.in
Context triple: [Python packaging ecosystem, includesConcept, MANIFEST.in]
  • A. Pipfile.lock
    Pipfile.lock is a lockfile generated by Pipenv that records exact versions and hashes of Python package dependencies to ensure reproducible environments.
  • B. Pipfile
    Pipfile is a configuration file used by Python’s Pipenv tool to declare a project’s package dependencies and related environment settings.
  • C. the Manifest
    The Manifest is the epithet of the Hellenistic Egyptian pharaoh Ptolemy V Epiphanes, highlighting his status as a divinely revealed or made-apparent ruler.
  • D. Buildpack
    A buildpack is a modular set of scripts and configuration used to detect, compile, and prepare application code for deployment on platforms-as-a-service.
  • E. Wyam
    Wyam is the Indigenous name for Celilo Falls, a historically significant Native American fishing and trading site on the Columbia River in the Pacific Northwest.
  • 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: MANIFEST.in
Triple: [Python packaging ecosystem, includesConcept, MANIFEST.in]
Generated description
MANIFEST.in is a configuration file used in Python packaging to specify which additional files should be included in a source distribution.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MANIFEST.in
Target entity description: MANIFEST.in is a configuration file used in Python packaging to specify which additional files should be included in a source distribution.
  • A. Pipfile.lock
    Pipfile.lock is a lockfile generated by Pipenv that records exact versions and hashes of Python package dependencies to ensure reproducible environments.
  • B. Pipfile
    Pipfile is a configuration file used by Python’s Pipenv tool to declare a project’s package dependencies and related environment settings.
  • C. the Manifest
    The Manifest is the epithet of the Hellenistic Egyptian pharaoh Ptolemy V Epiphanes, highlighting his status as a divinely revealed or made-apparent ruler.
  • D. Buildpack
    A buildpack is a modular set of scripts and configuration used to detect, compile, and prepare application code for deployment on platforms-as-a-service.
  • E. Wyam
    Wyam is the Indigenous name for Celilo Falls, a historically significant Native American fishing and trading site on the Columbia River in the Pacific Northwest.
  • 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_69d889df6dc081908f67dbadc03c07ee completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e4562413d08190acaa5272046d3626 completed April 19, 2026, 4:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01d2948ae0819083b90516b11d2485 completed May 11, 2026, 12:59 p.m.
NEDg Description generation batch_6a01d43430d481909b07d8ecc09a185f completed May 11, 2026, 1:05 p.m.
NED2 Entity disambiguation (via description) batch_6a01d4c609fc819089147744317d4be3 completed May 11, 2026, 1:08 p.m.
Created at: April 10, 2026, 5:50 a.m.