Triple

T18407792
Position Surface form Disambiguated ID Type / Status
Subject Giugliano in Campania E441671 entity
Predicate locatedNear P294 FINISHED
Object Qualiano
Qualiano is a town in the Metropolitan City of Naples in Italy’s Campania region, forming part of the urban area north of Naples.
E1324647 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: Qualiano | Statement: [Giugliano in Campania, locatedNear, Qualiano]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Qualiano
Context triple: [Giugliano in Campania, locatedNear, Qualiano]
  • A. Valledoria
    Valledoria is a coastal town and comune in northern Sardinia, Italy, known for its beaches along the Gulf of Asinara and its location near the mouth of the Coghinas River.
  • B. Marcianise
    Marcianise is a town and municipality in the Campania region of southern Italy, known for its commercial and industrial activities.
  • C. Pisae
    Pisae is the ancient Roman name for the city of Pisa in Tuscany, Italy, historically significant as a coastal settlement and later a prominent maritime republic.
  • D. Sogliano al Rubicone
    Sogliano al Rubicone is a small Italian town in the Emilia-Romagna region, known for its historic center and traditional production of formaggio di fossa (pit-aged cheese).
  • E. Loiano
    Loiano is a small Italian town in the Emilia-Romagna region, known for its Apennine hillside setting and astronomical observatory.
  • 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: Qualiano
Triple: [Giugliano in Campania, locatedNear, Qualiano]
Generated description
Qualiano is a town in the Metropolitan City of Naples in Italy’s Campania region, forming part of the urban area north of Naples.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Qualiano
Target entity description: Qualiano is a town in the Metropolitan City of Naples in Italy’s Campania region, forming part of the urban area north of Naples.
  • A. Valledoria
    Valledoria is a coastal town and comune in northern Sardinia, Italy, known for its beaches along the Gulf of Asinara and its location near the mouth of the Coghinas River.
  • B. Marcianise
    Marcianise is a town and municipality in the Campania region of southern Italy, known for its commercial and industrial activities.
  • C. Pisae
    Pisae is the ancient Roman name for the city of Pisa in Tuscany, Italy, historically significant as a coastal settlement and later a prominent maritime republic.
  • D. Sogliano al Rubicone
    Sogliano al Rubicone is a small Italian town in the Emilia-Romagna region, known for its historic center and traditional production of formaggio di fossa (pit-aged cheese).
  • E. Loiano
    Loiano is a small Italian town in the Emilia-Romagna region, known for its Apennine hillside setting and astronomical observatory.
  • 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_69d8b9eb8a508190a942fd75ebd8b1dc completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e519591fdc8190a92f9587ec88478d completed April 19, 2026, 6:05 p.m.
NED1 Entity disambiguation (via context triple) batch_6a040fd232348190888f25e5e5848805 completed May 13, 2026, 5:44 a.m.
NEDg Description generation batch_6a041042aaec8190b5e6aeebb3a2feef completed May 13, 2026, 5:46 a.m.
NED2 Entity disambiguation (via description) batch_6a0410ac44708190a3759bd69ba508ca completed May 13, 2026, 5:48 a.m.
Created at: April 10, 2026, 10:46 a.m.