Triple

T3568474
Position Surface form Disambiguated ID Type / Status
Subject Carlo E75509 entity
Predicate hasVariant P455 FINISHED
Object Carlo (as surname)
Carlo (as a surname) is an Italian family name derived from the given name "Carlo," itself equivalent to "Charles" in English.
 E75509 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: Carlo (as surname) | Statement: [Carlo, hasVariant, Carlo (as surname)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Carlo (as surname)
Context triple: [Carlo, hasVariant, Carlo (as surname)]
  • A. Carlo
    Carlo is the Italian form of the given name Charles, commonly used in Italy and other Italian-speaking communities.
  • B. Guglielmi
    Guglielmi is the Italian surname of silent film icon Rudolph Valentino, reflecting his family’s origins.
  • C. Caro
    Caro is a surname most prominently associated with Robert A. Caro, the Pulitzer Prize–winning American biographer and journalist known for his exhaustive political biographies.
  • D. Carlo Gabriel Nero
    Carlo Gabriel Nero is an Italian-British film director and screenwriter known for his work on independent films and for being part of a prominent acting family.
  • E. Domenico
    Domenico is a masculine given name of Italian origin, historically borne by several notable figures including architects, artists, and religious leaders.
  • 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: Carlo (as surname)
Triple: [Carlo, hasVariant, Carlo (as surname)]
Generated description
Carlo (as a surname) is an Italian family name derived from the given name "Carlo," itself equivalent to "Charles" in English.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Carlo (as surname)
Target entity description: Carlo (as a surname) is an Italian family name derived from the given name "Carlo," itself equivalent to "Charles" in English.
  • A. Carlo chosen
    Carlo is the Italian form of the given name Charles, commonly used in Italy and other Italian-speaking communities.
  • B. Guglielmi
    Guglielmi is the Italian surname of silent film icon Rudolph Valentino, reflecting his family’s origins.
  • C. Caro
    Caro is a surname most prominently associated with Robert A. Caro, the Pulitzer Prize–winning American biographer and journalist known for his exhaustive political biographies.
  • D. Carlo Gabriel Nero
    Carlo Gabriel Nero is an Italian-British film director and screenwriter known for his work on independent films and for being part of a prominent acting family.
  • E. Domenico
    Domenico is a masculine given name of Italian origin, historically borne by several notable figures including architects, artists, and religious leaders.
  • F. None of above.

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_69ad85d512708190829c8b2d3a2ccfb8 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc0c083ac8190a71cd9ede2114cac completed March 8, 2026, 6:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3bbb3383c8190b14845a7de162502 completed March 13, 2026, 7:24 a.m.
NEDg Description generation batch_69b3bc62e1b481908310d7af56fb4889 completed March 13, 2026, 7:27 a.m.
NED2 Entity disambiguation (via description) batch_69b3f5b2fdcc8190842d2d7bd09c65c4 completed March 13, 2026, 11:32 a.m.
Created at: March 8, 2026, 3:21 p.m.