Triple

T9134783
Position Surface form Disambiguated ID Type / Status
Subject Guess E219173 entity
Predicate foundedBy P104 FINISHED
Object Armand Marciano
Armand Marciano is a fashion entrepreneur best known as a co-founder of the clothing brand Guess.
 E780573 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: Armand Marciano | Statement: [Guess, foundedBy, Armand Marciano]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Armand Marciano
Context triple: [Guess, foundedBy, Armand Marciano]
  • A. Emile Ardolino
    Emile Ardolino was an American film director best known for popular hits like "Dirty Dancing" and "Sister Act," as well as his work on dance-focused documentaries.
  • B. Louis De Francesco
    Louis De Francesco was a film composer best known for scoring the 1933 drama "The Power and the Glory."
  • C. Armando Gallo
    Armando Gallo is a lighting designer known for his work on major international events, including the Pyeongchang Olympic Stadium ceremonies.
  • D. Russell Alberto Bufalino
    Russell Alberto Bufalino was a powerful mid-20th-century American mob boss who led the Northeastern Pennsylvania crime family and was long suspected of involvement in major organized crime events, including the disappearance of Jimmy Hoffa.
  • E. Henry Salvatori
    Henry Salvatori was an Italian-American geophysicist, entrepreneur, and prominent conservative philanthropist known for founding Western Geophysical and supporting educational and political causes.
  • 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: Armand Marciano
Triple: [Guess, foundedBy, Armand Marciano]
Generated description
Armand Marciano is a fashion entrepreneur best known as a co-founder of the clothing brand Guess.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Armand Marciano
Target entity description: Armand Marciano is a fashion entrepreneur best known as a co-founder of the clothing brand Guess.
  • A. Emile Ardolino
    Emile Ardolino was an American film director best known for popular hits like "Dirty Dancing" and "Sister Act," as well as his work on dance-focused documentaries.
  • B. Louis De Francesco
    Louis De Francesco was a film composer best known for scoring the 1933 drama "The Power and the Glory."
  • C. Armando Gallo
    Armando Gallo is a lighting designer known for his work on major international events, including the Pyeongchang Olympic Stadium ceremonies.
  • D. Russell Alberto Bufalino
    Russell Alberto Bufalino was a powerful mid-20th-century American mob boss who led the Northeastern Pennsylvania crime family and was long suspected of involvement in major organized crime events, including the disappearance of Jimmy Hoffa.
  • E. Henry Salvatori
    Henry Salvatori was an Italian-American geophysicist, entrepreneur, and prominent conservative philanthropist known for founding Western Geophysical and supporting educational and political causes.
  • 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_69ca83e012288190a5771058adbaabd2 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cca8de0dec8190978c80b9ec8bf25c completed April 1, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d047efc5e48190bc8c4a7e865faef9 completed April 3, 2026, 11:06 p.m.
NEDg Description generation batch_69d04935d4e88190acb4d65a2dc2bc8a completed April 3, 2026, 11:11 p.m.
NED2 Entity disambiguation (via description) batch_69d049e6c4cc81909e08b5aaed9a88dc completed April 3, 2026, 11:14 p.m.
Created at: March 30, 2026, 7:18 p.m.