Triple

T13063835
Position Surface form Disambiguated ID Type / Status
Subject Stelio Frati E329267 entity
Predicate familyName P18 FINISHED
Object Frati
Frati is an Italian surname most notably associated with Stelio Frati, a renowned aeronautical engineer and aircraft designer.
 E1019007 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: Frati | Statement: [Stelio Frati, familyName, Frati]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Frati
Context triple: [Stelio Frati, familyName, Frati]
  • A. Fratres
    Fratres is a widely performed minimalist composition by Estonian composer Arvo Pärt, known for its meditative, tintinnabuli style and multiple instrumental versions.
  • B. Brothers
    Brothers is a 2009 psychological drama film about a soldier presumed dead in Afghanistan whose return home disrupts his family, starring Tobey Maguire, Jake Gyllenhaal, and Natalie Portman.
  • C. Brothers
    "Brothers" is a television sitcom created by writer Gail Parent.
  • D. Brothers
    "Brothers" is a popular electronic dance music track by French DJ and producer Michael Calfan, known for its uplifting, melodic house style.
  • E. Brothers
    "Brothers" is a critically acclaimed blues-rock album by The Black Keys, noted for its gritty sound and commercial breakthrough success.
  • 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: Frati
Triple: [Stelio Frati, familyName, Frati]
Generated description
Frati is an Italian surname most notably associated with Stelio Frati, a renowned aeronautical engineer and aircraft designer.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Frati
Target entity description: Frati is an Italian surname most notably associated with Stelio Frati, a renowned aeronautical engineer and aircraft designer.
  • A. Fratres
    Fratres is a widely performed minimalist composition by Estonian composer Arvo Pärt, known for its meditative, tintinnabuli style and multiple instrumental versions.
  • B. Brothers
    "Brothers" is a popular electronic dance music track by French DJ and producer Michael Calfan, known for its uplifting, melodic house style.
  • C. Brothers
    Brothers is a 2009 psychological drama film about a soldier presumed dead in Afghanistan whose return home disrupts his family, starring Tobey Maguire, Jake Gyllenhaal, and Natalie Portman.
  • D. Brothers
    "Brothers" is a television sitcom created by writer Gail Parent.
  • E. Brothers
    "Brothers" is a critically acclaimed blues-rock album by The Black Keys, noted for its gritty sound and commercial breakthrough success.
  • 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_69d80771749c81909a6d9197b9504872 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d980e9bdfc81908eb90fb50597df64 completed April 10, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6cbe630808190a9a3481127bbaa86 completed May 3, 2026, 4:15 a.m.
NEDg Description generation batch_69f6d039254881909927b58225f194de completed May 3, 2026, 4:34 a.m.
NED2 Entity disambiguation (via description) batch_69f6d0d218d4819080273a151a0890d3 completed May 3, 2026, 4:36 a.m.
Created at: April 9, 2026, 8:59 p.m.