Triple

T19239001
Position Surface form Disambiguated ID Type / Status
Subject Zapala E481079 entity
Predicate hasTransportInfrastructure P2560 FINISHED
Object Zapala railway station
Zapala railway station is a regional rail terminus in Zapala, Argentina, serving as a key hub for passenger and freight transport in the Neuquén Province.
E1365896 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: Zapala railway station | Statement: [Zapala, hasTransportInfrastructure, Zapala railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zapala railway station
Context triple: [Zapala, hasTransportInfrastructure, Zapala railway station]
  • A. Azara railway station
    Azara railway station is a small regional rail stop serving the town of Azara in Assam, India, providing local passenger connectivity within the Northeast Frontier Railway network.
  • B. Baunatal station
    Baunatal station is a Madrid Metro station serving the municipality of San Sebastián de los Reyes in the Community of Madrid, Spain.
  • C. Baflo railway station
    Baflo railway station is a local train station in the village of Baflo in the Netherlands, serving regional rail services in the province of Groningen.
  • D. Borna station
    Borna station is a regional railway station in the town of Borna in Saxony, Germany, serving passenger traffic on the Chemnitz–Leipzig rail corridor.
  • E. Istra railway station
    Istra railway station is a train station serving the town of Istra in Moscow Oblast, Russia, providing regional rail connections to Moscow and surrounding areas.
  • 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: Zapala railway station
Triple: [Zapala, hasTransportInfrastructure, Zapala railway station]
Generated description
Zapala railway station is a regional rail terminus in Zapala, Argentina, serving as a key hub for passenger and freight transport in the Neuquén Province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zapala railway station
Target entity description: Zapala railway station is a regional rail terminus in Zapala, Argentina, serving as a key hub for passenger and freight transport in the Neuquén Province.
  • A. Azara railway station
    Azara railway station is a small regional rail stop serving the town of Azara in Assam, India, providing local passenger connectivity within the Northeast Frontier Railway network.
  • B. Baunatal station
    Baunatal station is a Madrid Metro station serving the municipality of San Sebastián de los Reyes in the Community of Madrid, Spain.
  • C. Baflo railway station
    Baflo railway station is a local train station in the village of Baflo in the Netherlands, serving regional rail services in the province of Groningen.
  • D. Borna station
    Borna station is a regional railway station in the town of Borna in Saxony, Germany, serving passenger traffic on the Chemnitz–Leipzig rail corridor.
  • E. Istra railway station
    Istra railway station is a train station serving the town of Istra in Moscow Oblast, Russia, providing regional rail connections to Moscow and surrounding areas.
  • 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_69d8e8ccb8f48190ad420098e74fb1db completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e5faef827c81909157bbcd4060dfc9 completed April 20, 2026, 10:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0705da6b008190ac2c2b70d5caa054 completed May 15, 2026, 11:39 a.m.
NEDg Description generation batch_6a07069434cc8190a91be8afb5bd88c8 completed May 15, 2026, 11:42 a.m.
NED2 Entity disambiguation (via description) batch_6a07074bd4288190b2f51e0392efcdc3 completed May 15, 2026, 11:45 a.m.
Created at: April 10, 2026, 1:26 p.m.