Triple

T13346924
Position Surface form Disambiguated ID Type / Status
Subject Michael V. Gazzo E317976 entity
Predicate familyName P18 FINISHED
Object Gazzo
Gazzo is an Italian surname most notably associated with American playwright and actor Michael V. Gazzo.
E1035702 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: Gazzo | Statement: [Michael V. Gazzo, familyName, Gazzo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gazzo
Context triple: [Michael V. Gazzo, familyName, Gazzo]
  • A. Galazzano
    Galazzano is a small village and civil parish within the castello of Serravalle in the Republic of San Marino.
  • B. Guarnere
    Guarnere is the surname of William J. "Wild Bill" Guarnere, a famed American paratrooper of Easy Company depicted in the book and miniseries "Band of Brothers."
  • C. Mulazzo
    Mulazzo is a small historic municipality in Tuscany, central Italy, known for its medieval villages and scenic position in the Lunigiana area.
  • D. Gardo
    Gardo is one of the three impoverished boys who uncover a dangerous secret while scavenging through a landfill in Andy Mulligan’s novel "Trash."
  • E. Garessio
    Garessio is a historic town in the Piedmont region of northwestern Italy, situated in a mountainous area near the Ligurian 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: Gazzo
Triple: [Michael V. Gazzo, familyName, Gazzo]
Generated description
Gazzo is an Italian surname most notably associated with American playwright and actor Michael V. Gazzo.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gazzo
Target entity description: Gazzo is an Italian surname most notably associated with American playwright and actor Michael V. Gazzo.
  • A. Galazzano
    Galazzano is a small village and civil parish within the castello of Serravalle in the Republic of San Marino.
  • B. Guarnere
    Guarnere is the surname of William J. "Wild Bill" Guarnere, a famed American paratrooper of Easy Company depicted in the book and miniseries "Band of Brothers."
  • C. Mulazzo
    Mulazzo is a small historic municipality in Tuscany, central Italy, known for its medieval villages and scenic position in the Lunigiana area.
  • D. Gardo
    Gardo is one of the three impoverished boys who uncover a dangerous secret while scavenging through a landfill in Andy Mulligan’s novel "Trash."
  • E. Garessio
    Garessio is a historic town in the Piedmont region of northwestern Italy, situated in a mountainous area near the Ligurian 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_69d806b5a3c08190b42c267fb092f98a completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d99e89c65c819093f3bea11d6073c5 completed April 11, 2026, 1:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69f71f439b3c8190b35fd4d097d65068 completed May 3, 2026, 10:11 a.m.
NEDg Description generation batch_69f7204ac36c8190a04e921442489e9c completed May 3, 2026, 10:15 a.m.
NED2 Entity disambiguation (via description) batch_69f7221887208190ac98945a023bc496 completed May 3, 2026, 10:23 a.m.
Created at: April 9, 2026, 9:31 p.m.