Triple

T14368025
Position Surface form Disambiguated ID Type / Status
Subject Budapest Metro Line 2 E356284 entity
Predicate hasStation P35 FINISHED
Object Astoria
Astoria is a central Budapest metro station and major transport hub located near the intersection of key downtown thoroughfares.
E1096313 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: Astoria | Statement: [Budapest Metro Line 2, hasStation, Astoria]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Astoria
Context triple: [Budapest Metro Line 2, hasStation, Astoria]
  • A. Astoria
    Astoria is a vibrant, historically Greek-American neighborhood in western Queens, New York City, known for its diverse dining, cultural institutions, and proximity to the East River.
  • B. Astoria
    Astoria is a historic port city at the mouth of the Columbia River in northwestern Oregon, known as the oldest American settlement west of the Rocky Mountains.
  • C. Astoria, Oregon
    Astoria, Oregon is a historic port city in northwestern Oregon known as the oldest American settlement west of the Rocky Mountains and a key gateway between the Columbia River and the Pacific Ocean.
  • D. Port of Astoria
    The Port of Astoria is a key maritime and commercial hub in northwest Oregon, serving cargo ships, fishing fleets, cruise vessels, and recreational boaters along the lower Columbia River and Pacific coast.
  • E. Point Roberts
    Point Roberts is a small, geographically isolated U.S. community located on a peninsula south of Vancouver, British Columbia, that is accessible by land only through Canada.
  • 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: Astoria
Triple: [Budapest Metro Line 2, hasStation, Astoria]
Generated description
Astoria is a central Budapest metro station and major transport hub located near the intersection of key downtown thoroughfares.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Astoria
Target entity description: Astoria is a central Budapest metro station and major transport hub located near the intersection of key downtown thoroughfares.
  • A. Astoria
    Astoria is a historic port city at the mouth of the Columbia River in northwestern Oregon, known as the oldest American settlement west of the Rocky Mountains.
  • B. Astoria
    Astoria is a vibrant, historically Greek-American neighborhood in western Queens, New York City, known for its diverse dining, cultural institutions, and proximity to the East River.
  • C. Astoria, Oregon
    Astoria, Oregon is a historic port city in northwestern Oregon known as the oldest American settlement west of the Rocky Mountains and a key gateway between the Columbia River and the Pacific Ocean.
  • D. Port of Astoria
    The Port of Astoria is a key maritime and commercial hub in northwest Oregon, serving cargo ships, fishing fleets, cruise vessels, and recreational boaters along the lower Columbia River and Pacific coast.
  • E. Point Roberts
    Point Roberts is a small, geographically isolated U.S. community located on a peninsula south of Vancouver, British Columbia, that is accessible by land only through Canada.
  • 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_69d8279163a081908aec45c0e3f1e02f completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de8faf00e8819087d7100e9d8c1877 completed April 14, 2026, 7:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd4c51bf888190b1776461884c4514 completed May 8, 2026, 2:37 a.m.
NEDg Description generation batch_69fd5020e6f081909686fe3d143d31fa completed May 8, 2026, 2:53 a.m.
NED2 Entity disambiguation (via description) batch_69fd50c2cdb48190a438dc0641e3c25e completed May 8, 2026, 2:56 a.m.
Created at: April 10, 2026, 1:15 a.m.