Triple

T11003261
Position Surface form Disambiguated ID Type / Status
Subject Distributed Representations of Sentences and Documents E260051 entity
Predicate abbreviation P43 FINISHED
Object PV-DM
PV-DM is a neural network-based paragraph vector model that learns distributed representations of sentences and documents by predicting words from both context and document embeddings.
 E899024 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: PV-DM | Statement: [Distributed Representations of Sentences and Documents, abbreviation, PV-DM]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: PV-DM
Context triple: [Distributed Representations of Sentences and Documents, abbreviation, PV-DM]
  • A. UniPV
    UniPV is the commonly used abbreviation for the University of Pavia, one of Italy’s oldest and most prestigious universities.
  • B. DVC
    DVC is the official abbreviation for Disney Vacation Club, a vacation ownership program operated by Disney that offers members points-based stays at Disney resorts and affiliated properties.
  • C. PVU
    PVU is the IATA airport code for Provo Municipal Airport, a public airport serving Provo, Utah.
  • D. DPM
    DPM is the abbreviation for the División de Policía Militar, a military police division responsible for law enforcement and security duties within a nation's armed forces.
  • E. PVO
    PVO is a political party known by the Czech abbreviation for "Party of Civic Rights."
  • 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: PV-DM
Triple: [Distributed Representations of Sentences and Documents, abbreviation, PV-DM]
Generated description
PV-DM is a neural network-based paragraph vector model that learns distributed representations of sentences and documents by predicting words from both context and document embeddings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: PV-DM
Target entity description: PV-DM is a neural network-based paragraph vector model that learns distributed representations of sentences and documents by predicting words from both context and document embeddings.
  • A. UniPV
    UniPV is the commonly used abbreviation for the University of Pavia, one of Italy’s oldest and most prestigious universities.
  • B. DVC
    DVC is the official abbreviation for Disney Vacation Club, a vacation ownership program operated by Disney that offers members points-based stays at Disney resorts and affiliated properties.
  • C. PVU
    PVU is the IATA airport code for Provo Municipal Airport, a public airport serving Provo, Utah.
  • D. DPM
    DPM is the abbreviation for the División de Policía Militar, a military police division responsible for law enforcement and security duties within a nation's armed forces.
  • E. PVO
    PVO is a political party known by the Czech abbreviation for "Party of Civic Rights."
  • 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.