Triple

T4166746
Position Surface form Disambiguated ID Type / Status
Subject Chiusi E84464 entity
Predicate hasTransport P1298 FINISHED
Object Chiusi-Chianciano Terme railway station
Chiusi-Chianciano Terme railway station is a key railway hub in Tuscany, Italy, serving the town of Chiusi and the nearby spa resort of Chianciano Terme with regional and long-distance train connections.
E417208 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: Chiusi-Chianciano Terme railway station | Statement: [Chiusi, hasTransport, Chiusi-Chianciano Terme railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chiusi-Chianciano Terme railway station
Context triple: [Chiusi, hasTransport, Chiusi-Chianciano Terme railway station]
  • A. Rimini railway station
    Rimini railway station is a major train hub in the Italian city of Rimini, serving regional and long-distance routes along the Adriatic coast.
  • B. Carlini Station
    Carlini Station is an Argentine Antarctic research base on King George Island, focused on scientific studies of the polar environment and climate.
  • C. Castel Gandolfo railway station
    Castel Gandolfo railway station is a regional train stop in the town of Castel Gandolfo, Italy, serving residents, visitors, and pilgrims traveling to the papal summer residence and the surrounding Alban Hills area.
  • D. Caltanissetta Centrale railway station
    Caltanissetta Centrale railway station is the main rail hub serving the city of Caltanissetta in central Sicily, Italy, providing regional and intercity connections.
  • E. Como San Giovanni railway station
    Como San Giovanni railway station is the main international and regional rail hub serving the city of Como in northern Italy, near the Swiss border.
  • 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: Chiusi-Chianciano Terme railway station
Triple: [Chiusi, hasTransport, Chiusi-Chianciano Terme railway station]
Generated description
Chiusi-Chianciano Terme railway station is a key railway hub in Tuscany, Italy, serving the town of Chiusi and the nearby spa resort of Chianciano Terme with regional and long-distance train connections.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chiusi-Chianciano Terme railway station
Target entity description: Chiusi-Chianciano Terme railway station is a key railway hub in Tuscany, Italy, serving the town of Chiusi and the nearby spa resort of Chianciano Terme with regional and long-distance train connections.
  • A. Rimini railway station
    Rimini railway station is a major train hub in the Italian city of Rimini, serving regional and long-distance routes along the Adriatic coast.
  • B. Carlini Station
    Carlini Station is an Argentine Antarctic research base on King George Island, focused on scientific studies of the polar environment and climate.
  • C. Castel Gandolfo railway station
    Castel Gandolfo railway station is a regional train stop in the town of Castel Gandolfo, Italy, serving residents, visitors, and pilgrims traveling to the papal summer residence and the surrounding Alban Hills area.
  • D. Caltanissetta Centrale railway station
    Caltanissetta Centrale railway station is the main rail hub serving the city of Caltanissetta in central Sicily, Italy, providing regional and intercity connections.
  • E. Como San Giovanni railway station
    Como San Giovanni railway station is the main international and regional rail hub serving the city of Como in northern Italy, near the Swiss border.
  • 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_69aed932cab48190b80ffe35f7029ae1 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af02c43a7481909eed7cb8c14deb0c completed March 9, 2026, 5:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69b57f4a022c819092b5489aa47f430c completed March 14, 2026, 3:31 p.m.
NEDg Description generation batch_69b5800a12e48190b184373464930b1e completed March 14, 2026, 3:34 p.m.
NED2 Entity disambiguation (via description) batch_69b580af3eb88190a89d5827e32293c1 completed March 14, 2026, 3:37 p.m.
Created at: March 9, 2026, 3:44 p.m.