Triple

T4325187
Position Surface form Disambiguated ID Type / Status
Subject Python standard library E96619 entity
Predicate includesModule P49317 FINISHED
Object collections
collections is a Python standard library module that provides specialized container datatypes such as namedtuple, deque, Counter, and OrderedDict to supplement the built-in container types.
 E431920 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: collections | Statement: [Python standard library, includesModule, collections]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: collections
Context triple: [Python standard library, includesModule, collections]
  • A. Raccolta
    Raccolta is a historical Catholic prayer book that compiled official prayers and devotions to which indulgences were attached.
  • B. The Collection
    The Collection is a one-act play by British dramatist Harold Pinter that explores ambiguity, jealousy, and power dynamics between two couples.
  • C. Artifacts Collection
    Artifacts Collection is a curated assemblage of historical objects at Yad Vashem that document and commemorate the experiences and material culture of Holocaust victims and survivors.
  • D. PizmonimCollections
    PizmonimCollections are compilations of traditional liturgical and devotional songs central to the musical and religious heritage of Syrian Jews.
  • E. Curado
    Curado is a neighborhood and district within the city of Recife in Brazil, known primarily as a large residential area with significant road connections and industrial activity.
  • 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: collections
Triple: [Python standard library, includesModule, collections]
Generated description
collections is a Python standard library module that provides specialized container datatypes such as namedtuple, deque, Counter, and OrderedDict to supplement the built-in container types.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: collections
Target entity description: collections is a Python standard library module that provides specialized container datatypes such as namedtuple, deque, Counter, and OrderedDict to supplement the built-in container types.
  • A. Raccolta
    Raccolta is a historical Catholic prayer book that compiled official prayers and devotions to which indulgences were attached.
  • B. The Collection
    The Collection is a one-act play by British dramatist Harold Pinter that explores ambiguity, jealousy, and power dynamics between two couples.
  • C. Artifacts Collection
    Artifacts Collection is a curated assemblage of historical objects at Yad Vashem that document and commemorate the experiences and material culture of Holocaust victims and survivors.
  • D. PizmonimCollections
    PizmonimCollections are compilations of traditional liturgical and devotional songs central to the musical and religious heritage of Syrian Jews.
  • E. Curado
    Curado is a neighborhood and district within the city of Recife in Brazil, known primarily as a large residential area with significant road connections and industrial activity.
  • 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_69b34542fd908190b11b08faad8decfd completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3563eab24819088add9180af2ce3c completed March 13, 2026, 12:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69b5d094f5fc819083eddc234f46f6a1 completed March 14, 2026, 9:18 p.m.
NEDg Description generation batch_69b5d10a20248190b3214509cb637ff4 completed March 14, 2026, 9:20 p.m.
NED2 Entity disambiguation (via description) batch_69b5d4f08ac4819097e71276be11403d completed March 14, 2026, 9:36 p.m.
Created at: March 12, 2026, 11:13 p.m.