Triple

T22032716
Position Surface form Disambiguated ID Type / Status
Subject Giancarlo Giannini E544121 entity
Predicate spouse P13 FINISHED
Object Livia Giampalmo
Livia Giampalmo is an Italian actress, screenwriter, and director known for her work in film and television and for her marriage to actor Giancarlo Giannini.
E1515866 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: Livia Giampalmo | Statement: [Giancarlo Giannini, spouse, Livia Giampalmo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Livia Giampalmo
Context triple: [Giancarlo Giannini, spouse, Livia Giampalmo]
  • A. Livia Veneziani
    Livia Veneziani was an Italian woman best known as the wife and literary supporter of modernist novelist Italo Svevo.
  • B. Livia Turco
    Livia Turco is an Italian politician known for her long-standing role in left-wing politics, including serving as Minister of Health and as a prominent leader within the Democrats of the Left.
  • C. Livia Giuggioli
    Livia Giuggioli is an Italian film producer and environmental activist known for her work in sustainable fashion and documentary filmmaking.
  • D. Maria Gambrelli
    Maria Gambrelli is a central suspect and love interest in the 1964 comedy-mystery film "A Shot in the Dark," known for her enigmatic charm and connection to Inspector Clouseau’s investigation.
  • E. Livia Orestilla
    Livia Orestilla was a Roman noblewoman best known for her brief and scandalous marriage to the emperor Caligula in the 1st century AD.
  • 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: Livia Giampalmo
Triple: [Giancarlo Giannini, spouse, Livia Giampalmo]
Generated description
Livia Giampalmo is an Italian actress, screenwriter, and director known for her work in film and television and for her marriage to actor Giancarlo Giannini.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Livia Giampalmo
Target entity description: Livia Giampalmo is an Italian actress, screenwriter, and director known for her work in film and television and for her marriage to actor Giancarlo Giannini.
  • A. Livia Veneziani
    Livia Veneziani was an Italian woman best known as the wife and literary supporter of modernist novelist Italo Svevo.
  • B. Livia Turco
    Livia Turco is an Italian politician known for her long-standing role in left-wing politics, including serving as Minister of Health and as a prominent leader within the Democrats of the Left.
  • C. Livia Giuggioli
    Livia Giuggioli is an Italian film producer and environmental activist known for her work in sustainable fashion and documentary filmmaking.
  • D. Maria Gambrelli
    Maria Gambrelli is a central suspect and love interest in the 1964 comedy-mystery film "A Shot in the Dark," known for her enigmatic charm and connection to Inspector Clouseau’s investigation.
  • E. Livia Orestilla
    Livia Orestilla was a Roman noblewoman best known for her brief and scandalous marriage to the emperor Caligula in the 1st century AD.
  • 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_69e11e2f98c8819083e11eab90942a78 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f127ee84848190a22c24bf14498520 completed April 28, 2026, 9:34 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a7b67c9108190ada69a65c85dc282 completed May 18, 2026, 2:37 a.m.
NEDg Description generation batch_6a0a7d125a788190bf1bc501956be1d9 completed May 18, 2026, 2:44 a.m.
NED2 Entity disambiguation (via description) batch_6a0a7de9ca508190b6e74fb62a9cd1bc completed May 18, 2026, 2:48 a.m.
Created at: April 16, 2026, 8:24 p.m.