Triple

T10172900
Position Surface form Disambiguated ID Type / Status
Subject Robert Loggia E235775 entity
Predicate spouse P13 FINISHED
Object Marge Loggia
Marge Loggia is the wife of the late American actor and director Robert Loggia.
E846682 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: Marge Loggia | Statement: [Robert Loggia, spouse, Marge Loggia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marge Loggia
Context triple: [Robert Loggia, spouse, Marge Loggia]
  • A. Mary Elizabeth Mastrantonio
    Mary Elizabeth Mastrantonio is an American actress and singer known for her acclaimed performances in films such as "The Color of Money," "The Abyss," and "Robin Hood: Prince of Thieves," as well as numerous stage and television roles.
  • B. Eileen Heckart
    Eileen Heckart was an American character actress known for her versatile work on stage, film, and television, including an Academy Award–winning performance in "Butterflies Are Free."
  • C. Mildred Natwick
    Mildred Natwick was an American character actress known for her versatile performances in film, theater, and television, often in witty or eccentric supporting roles.
  • D. Lucille Raver
    Lucille Raver is a family member of American actor and singer Jason Gould, who is the son of Barbra Streisand and Elliott Gould.
  • E. Margaret Dumont
    Margaret Dumont was an American comic actress best known as the dignified, often flustered foil to the Marx Brothers in many of their classic films.
  • 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: Marge Loggia
Triple: [Robert Loggia, spouse, Marge Loggia]
Generated description
Marge Loggia is the wife of the late American actor and director Robert Loggia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marge Loggia
Target entity description: Marge Loggia is the wife of the late American actor and director Robert Loggia.
  • A. Mary Elizabeth Mastrantonio
    Mary Elizabeth Mastrantonio is an American actress and singer known for her acclaimed performances in films such as "The Color of Money," "The Abyss," and "Robin Hood: Prince of Thieves," as well as numerous stage and television roles.
  • B. Eileen Heckart
    Eileen Heckart was an American character actress known for her versatile work on stage, film, and television, including an Academy Award–winning performance in "Butterflies Are Free."
  • C. Mildred Natwick
    Mildred Natwick was an American character actress known for her versatile performances in film, theater, and television, often in witty or eccentric supporting roles.
  • D. Lucille Raver
    Lucille Raver is a family member of American actor and singer Jason Gould, who is the son of Barbra Streisand and Elliott Gould.
  • E. Margaret Dumont
    Margaret Dumont was an American comic actress best known as the dignified, often flustered foil to the Marx Brothers in many of their classic films.
  • 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_69ca84d1d5f88190ab878a1021ecff68 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdec9f6dd8819081588600499165ee completed April 2, 2026, 4:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69d3178844c48190af952ac30a4d6d97 completed April 6, 2026, 2:16 a.m.
NEDg Description generation batch_69d318fbb3048190acdb28f18c5a215a completed April 6, 2026, 2:22 a.m.
NED2 Entity disambiguation (via description) batch_69d319687fac81909f8174ebfc84e737 completed April 6, 2026, 2:24 a.m.
Created at: March 30, 2026, 9:10 p.m.