Triple

T23441726
Position Surface form Disambiguated ID Type / Status
Subject Taggia E565419 entity
Predicate transport P230 FINISHED
Object Taggia-Arma railway station
Taggia-Arma railway station is a regional train station in Liguria, Italy, serving the town of Taggia and the seaside resort of Arma di Taggia on the coastal railway line.
 E1585044 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: Taggia-Arma railway station | Statement: [Taggia, transport, Taggia-Arma railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Taggia-Arma railway station
Context triple: [Taggia, transport, Taggia-Arma railway station]
  • A. Forano railway station
    Forano railway station is a local train stop in the Lazio region of Italy that serves the town of Forano and connects it to the regional rail network.
  • B. Moncalieri railway station
    Moncalieri railway station is a regional train station in the town of Moncalieri, near Turin in northern Italy, serving local commuter and regional rail services.
  • C. Torino Dora railway station
    Torino Dora railway station is a local rail stop in Turin, Italy, serving as part of the city’s suburban and regional transport network.
  • D. Sirocco station
    Sirocco station is a light rail transit stop on Calgary's CTrain network located in the city's southwest.
  • E. Carmagnola railway station
    Carmagnola railway station is a regional train station in Carmagnola, Italy, serving as a local hub for passenger rail services connecting the town with nearby cities.
  • 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: Taggia-Arma railway station
Triple: [Taggia, transport, Taggia-Arma railway station]
Generated description
Taggia-Arma railway station is a regional train station in Liguria, Italy, serving the town of Taggia and the seaside resort of Arma di Taggia on the coastal railway line.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Taggia-Arma railway station
Target entity description: Taggia-Arma railway station is a regional train station in Liguria, Italy, serving the town of Taggia and the seaside resort of Arma di Taggia on the coastal railway line.
  • A. Forano railway station
    Forano railway station is a local train stop in the Lazio region of Italy that serves the town of Forano and connects it to the regional rail network.
  • B. Moncalieri railway station
    Moncalieri railway station is a regional train station in the town of Moncalieri, near Turin in northern Italy, serving local commuter and regional rail services.
  • C. Torino Dora railway station
    Torino Dora railway station is a local rail stop in Turin, Italy, serving as part of the city’s suburban and regional transport network.
  • D. Sirocco station
    Sirocco station is a light rail transit stop on Calgary's CTrain network located in the city's southwest.
  • E. Carmagnola railway station
    Carmagnola railway station is a regional train station in Carmagnola, Italy, serving as a local hub for passenger rail services connecting the town with nearby cities.
  • 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_69e24584f9488190bb32730bd2ce023e completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f1a644f6948190af07b3c4c32fc7ae completed April 29, 2026, 6:33 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c67b583fc8190941de49b824f9c98 completed May 19, 2026, 1:37 p.m.
NEDg Description generation batch_6a0c72171580819097c9f287d501ae7e completed May 19, 2026, 2:22 p.m.
NED2 Entity disambiguation (via description) batch_6a0c76f0f4bc81909912d2196e969cf1 completed May 19, 2026, 2:42 p.m.
Created at: April 17, 2026, 5:51 p.m.