Triple

T5732899
Position Surface form Disambiguated ID Type / Status
Subject Marvin Hagler E126425 entity
Predicate previousSpouse P493 FINISHED
Object Bertha Hagler
Bertha Hagler is best known as the former wife of legendary American middleweight boxing champion Marvin Hagler.
E541074 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: Bertha Hagler | Statement: [Marvin Hagler, previousSpouse, Bertha Hagler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bertha Hagler
Context triple: [Marvin Hagler, previousSpouse, Bertha Hagler]
  • A. Bertha Palmer
    Bertha Palmer was a prominent American socialite, philanthropist, and influential Chicago businesswoman known for her role in the city’s cultural and civic development during the late 19th and early 20th centuries.
  • B. Fay Hauser
    Fay Hauser is an American actress and director known for her work in film and television since the 1970s, including roles in notable dramas and comedies.
  • C. Mildred Riddle
    Mildred Riddle was the first wife of U.S. Supreme Court Justice William O. Douglas, whom he married while still a young man before his rise to national prominence.
  • D. Ethel Delmar
    Ethel Delmar was an American actress and the first wife of famed entertainer Al Jolson, known primarily for her brief marriage to him in the early 20th century.
  • E. Mary Elizabeth Schaefer
    Mary Elizabeth Schaefer was the wife of William R. Day, an American diplomat and U.S. Supreme Court Justice.
  • 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: Bertha Hagler
Triple: [Marvin Hagler, previousSpouse, Bertha Hagler]
Generated description
Bertha Hagler is best known as the former wife of legendary American middleweight boxing champion Marvin Hagler.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bertha Hagler
Target entity description: Bertha Hagler is best known as the former wife of legendary American middleweight boxing champion Marvin Hagler.
  • A. Bertha Palmer
    Bertha Palmer was a prominent American socialite, philanthropist, and influential Chicago businesswoman known for her role in the city’s cultural and civic development during the late 19th and early 20th centuries.
  • B. Fay Hauser
    Fay Hauser is an American actress and director known for her work in film and television since the 1970s, including roles in notable dramas and comedies.
  • C. Mildred Riddle
    Mildred Riddle was the first wife of U.S. Supreme Court Justice William O. Douglas, whom he married while still a young man before his rise to national prominence.
  • D. Ethel Delmar
    Ethel Delmar was an American actress and the first wife of famed entertainer Al Jolson, known primarily for her brief marriage to him in the early 20th century.
  • E. Mary Elizabeth Schaefer
    Mary Elizabeth Schaefer was the wife of William R. Day, an American diplomat and U.S. Supreme Court Justice.
  • 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_69c0083082288190b7478cead6b5430a completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02534288c8190807dcdd183fccfe5 completed March 22, 2026, 5:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c05a931b3c819092119a1587625eb5 completed March 22, 2026, 9:09 p.m.
NEDg Description generation batch_69c05c471c3081909e5bf44f47388a7c completed March 22, 2026, 9:16 p.m.
NED2 Entity disambiguation (via description) batch_69c05cda809c81908219947cf06c381a completed March 22, 2026, 9:19 p.m.
Created at: March 22, 2026, 3:47 p.m.