Triple

T11003250
Position Surface form Disambiguated ID Type / Status
Subject Distributed Representations of Sentences and Documents E260051 entity
Predicate introduces P201 FINISHED
Object Paragraph Vector
Paragraph Vector is an unsupervised learning algorithm that generates fixed-length vector representations for variable-length texts such as sentences, paragraphs, and documents, enabling them to be used effectively in machine learning tasks.
 E899023 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: Paragraph Vector | Statement: [Distributed Representations of Sentences and Documents, introduces, Paragraph Vector]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Paragraph Vector
Context triple: [Distributed Representations of Sentences and Documents, introduces, Paragraph Vector]
  • A. vec
    vec is the ISO 639-3 code for the Venetian language, a Romance language spoken primarily in the Veneto region of Italy and surrounding areas.
  • B. Vector
    Vector is a mid-range, sport-oriented trim level of the Saab 9-3 that typically offers enhanced performance and upgraded interior and exterior features compared to base models.
  • C. Vector
    Vector is a villainous character from the Despicable Me franchise, known for his orange tracksuit, bowl haircut, and high-tech gadgets.
  • D. Vector
    Vector is a commercial vehicle brand produced by the Russian automotive manufacturer GAZ Group, known primarily for its buses.
  • E. Vectors
    "Vectors" is a science fiction work by American author Michael Kube-McDowell, known for its exploration of complex futuristic and technological themes.
  • 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: Paragraph Vector
Triple: [Distributed Representations of Sentences and Documents, introduces, Paragraph Vector]
Generated description
Paragraph Vector is an unsupervised learning algorithm that generates fixed-length vector representations for variable-length texts such as sentences, paragraphs, and documents, enabling them to be used effectively in machine learning tasks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Paragraph Vector
Target entity description: Paragraph Vector is an unsupervised learning algorithm that generates fixed-length vector representations for variable-length texts such as sentences, paragraphs, and documents, enabling them to be used effectively in machine learning tasks.
  • A. vec
    vec is the ISO 639-3 code for the Venetian language, a Romance language spoken primarily in the Veneto region of Italy and surrounding areas.
  • B. Vector
    Vector is a mid-range, sport-oriented trim level of the Saab 9-3 that typically offers enhanced performance and upgraded interior and exterior features compared to base models.
  • C. Vector
    Vector is a villainous character from the Despicable Me franchise, known for his orange tracksuit, bowl haircut, and high-tech gadgets.
  • D. Vector
    Vector is a commercial vehicle brand produced by the Russian automotive manufacturer GAZ Group, known primarily for its buses.
  • E. Vectors
    "Vectors" is a science fiction work by American author Michael Kube-McDowell, known for its exploration of complex futuristic and technological themes.
  • 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_69d6aa8a6a548190a750f944ccdc8064 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d797546f448190946ee6442d657dc5 completed April 9, 2026, 12:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69e3453d181081908cb58a957f4d1295 completed April 18, 2026, 8:47 a.m.
NEDg Description generation batch_69e35570b0bc8190a939b0c8e3ce8105 completed April 18, 2026, 9:57 a.m.
NED2 Entity disambiguation (via description) batch_69e359508a388190a16d48a17015e13e completed April 18, 2026, 10:13 a.m.
Created at: April 8, 2026, 9:25 p.m.