Triple

T6685287
Position Surface form Disambiguated ID Type / Status
Subject Andrea Pirlo E152085 entity
Predicate placeOfBirth P1 FINISHED
Object Flero, Italy
Flero, Italy is a small town in the Lombardy region near Brescia, best known as the birthplace of footballer Andrea Pirlo.
E612174 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: Flero, Italy | Statement: [Andrea Pirlo, placeOfBirth, Flero, Italy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Flero, Italy
Context triple: [Andrea Pirlo, placeOfBirth, Flero, Italy]
  • A. Montella, Italy
    Montella, Italy is a small town in the Campania region of southern Italy, known for its mountainous landscape and traditional chestnut production.
  • B. Montecarotto, Italy
    Montecarotto, Italy is a small hilltop town in the Marche region known for its medieval historic center, wine production, and traditional cultural festivals.
  • C. Varano de' Melegari, Italy
    Varano de' Melegari is a small town in Italy’s Emilia-Romagna region known for its strong motorsport heritage and as a hub of automotive engineering.
  • D. Vinadio, Italy
    Vinadio, Italy is a small alpine municipality in the Piedmont region near the French border, known for its historic fortifications and mountain landscapes.
  • E. Garessio, Italy
    Garessio, Italy is a small historic town in the Piedmont region of northwestern Italy, known as the birthplace of renowned automobile designer Giorgetto Giugiaro.
  • 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: Flero, Italy
Triple: [Andrea Pirlo, placeOfBirth, Flero, Italy]
Generated description
Flero, Italy is a small town in the Lombardy region near Brescia, best known as the birthplace of footballer Andrea Pirlo.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Flero, Italy
Target entity description: Flero, Italy is a small town in the Lombardy region near Brescia, best known as the birthplace of footballer Andrea Pirlo.
  • A. Montella, Italy
    Montella, Italy is a small town in the Campania region of southern Italy, known for its mountainous landscape and traditional chestnut production.
  • B. Montecarotto, Italy
    Montecarotto, Italy is a small hilltop town in the Marche region known for its medieval historic center, wine production, and traditional cultural festivals.
  • C. Varano de' Melegari, Italy
    Varano de' Melegari is a small town in Italy’s Emilia-Romagna region known for its strong motorsport heritage and as a hub of automotive engineering.
  • D. Vinadio, Italy
    Vinadio, Italy is a small alpine municipality in the Piedmont region near the French border, known for its historic fortifications and mountain landscapes.
  • E. Garessio, Italy
    Garessio, Italy is a small historic town in the Piedmont region of northwestern Italy, known as the birthplace of renowned automobile designer Giorgetto Giugiaro.
  • 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_69c687f9977c819097e7f5ada4fe522e completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6b12483948190ba426076919edc48 completed March 27, 2026, 4:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6f7ae8f388190a3c78c89b7293804 completed March 27, 2026, 9:33 p.m.
NEDg Description generation batch_69c6f9f7b4b08190b5c4dab67758af67 completed March 27, 2026, 9:43 p.m.
NED2 Entity disambiguation (via description) batch_69c6fac7c0e881909b4c2058beebda9f completed March 27, 2026, 9:46 p.m.
Created at: March 27, 2026, 2:04 p.m.