Triple

T3743748
Position Surface form Disambiguated ID Type / Status
Subject Amalfi Coast E79761 entity
Predicate hasMajorTown P316 FINISHED
Object Praiano
Praiano is a picturesque fishing village and seaside town in southern Italy known for its dramatic cliffs, coastal views, and tranquil atmosphere along the Amalfi Coast.
 E385220 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: Praiano | Statement: [Amalfi Coast, hasMajorTown, Praiano]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Praiano
Context triple: [Amalfi Coast, hasMajorTown, Praiano]
  • A. Porto Conte
    Porto Conte is a scenic natural bay and protected area on the northwest coast of Sardinia, Italy, known for its rugged coastline, clear waters, and rich marine and coastal wildlife.
  • B. Ischia di Castro
    Ischia di Castro is a small historic town in the province of Viterbo in Italy’s Lazio region, known for its medieval architecture and proximity to important Etruscan archaeological sites.
  • C. Cinisi
    Cinisi is a coastal town in the Metropolitan City of Palermo in Sicily, Italy, known for its proximity to Palermo’s main international airport.
  • D. Sorrento
    Sorrento is a picturesque coastal town in southern Italy overlooking the Bay of Naples, renowned for its dramatic cliffs, lemon groves, and role as a historic retreat for writers and artists.
  • E. Sorrento
    Sorrento is a residential suburb on the Gold Coast in Queensland, Australia, known for its canal-front homes along the Nerang River.
  • 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: Praiano
Triple: [Amalfi Coast, hasMajorTown, Praiano]
Generated description
Praiano is a picturesque fishing village and seaside town in southern Italy known for its dramatic cliffs, coastal views, and tranquil atmosphere along the Amalfi Coast.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Praiano
Target entity description: Praiano is a picturesque fishing village and seaside town in southern Italy known for its dramatic cliffs, coastal views, and tranquil atmosphere along the Amalfi Coast.
  • A. Porto Conte
    Porto Conte is a scenic natural bay and protected area on the northwest coast of Sardinia, Italy, known for its rugged coastline, clear waters, and rich marine and coastal wildlife.
  • B. Ischia di Castro
    Ischia di Castro is a small historic town in the province of Viterbo in Italy’s Lazio region, known for its medieval architecture and proximity to important Etruscan archaeological sites.
  • C. Cinisi
    Cinisi is a coastal town in the Metropolitan City of Palermo in Sicily, Italy, known for its proximity to Palermo’s main international airport.
  • D. Sorrento
    Sorrento is a picturesque coastal town in southern Italy overlooking the Bay of Naples, renowned for its dramatic cliffs, lemon groves, and role as a historic retreat for writers and artists.
  • E. Sorrento
    Sorrento is a residential suburb on the Gold Coast in Queensland, Australia, known for its canal-front homes along the Nerang River.
  • 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_69ad8b115610819095b02007da5ca3cb completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcb576b5881908515d64c71f11a16 completed March 8, 2026, 7:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4db29b2288190932923a6bf1a7e8e completed March 14, 2026, 3:51 a.m.
NEDg Description generation batch_69b4df07a5b88190ab88e1f644c1bf53 completed March 14, 2026, 4:07 a.m.
NED2 Entity disambiguation (via description) batch_69b4dfa6d7c4819083cad94e23fe7c8b completed March 14, 2026, 4:10 a.m.
Created at: March 8, 2026, 3:34 p.m.