Triple

T14767649
Position Surface form Disambiguated ID Type / Status
Subject Billy Hope E347039 entity
Predicate spouse P13 FINISHED
Object Maureen Hope
Maureen Hope is a central character in the film "Southpaw," known as the devoted wife of boxer Billy Hope whose death profoundly alters the course of his life and career.
E1171177 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: Maureen Hope | Statement: [Billy Hope, spouse, Maureen Hope]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maureen Hope
Context triple: [Billy Hope, spouse, Maureen Hope]
  • A. Joan Hurst
    Joan Hurst was an Englishwoman of the early 17th century best known as the mother of Mayflower passenger Elizabeth Tilley.
  • B. Maureen Drummond
    Maureen Drummond is a fictional character associated with Esther Drummond in the television series "Torchwood: Miracle Day."
  • C. Maude Herbert
    Maude Herbert was the wife of English composer Hubert Parry, associated with the cultural and musical circles of late 19th-century Britain.
  • D. Lesley Morrow
    Lesley Morrow is an American literacy educator and researcher known for her influential work on early childhood literacy development and reading instruction.
  • E. Phyllis Munday
    Phyllis Munday was a pioneering Canadian mountaineer and explorer renowned for her early ascents and significant contributions to mountaineering in British Columbia.
  • 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: Maureen Hope
Triple: [Billy Hope, spouse, Maureen Hope]
Generated description
Maureen Hope is a central character in the film "Southpaw," known as the devoted wife of boxer Billy Hope whose death profoundly alters the course of his life and career.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maureen Hope
Target entity description: Maureen Hope is a central character in the film "Southpaw," known as the devoted wife of boxer Billy Hope whose death profoundly alters the course of his life and career.
  • A. Joan Hurst
    Joan Hurst was an Englishwoman of the early 17th century best known as the mother of Mayflower passenger Elizabeth Tilley.
  • B. Maureen Drummond
    Maureen Drummond is a fictional character associated with Esther Drummond in the television series "Torchwood: Miracle Day."
  • C. Maude Herbert
    Maude Herbert was the wife of English composer Hubert Parry, associated with the cultural and musical circles of late 19th-century Britain.
  • D. Lesley Morrow
    Lesley Morrow is an American literacy educator and researcher known for her influential work on early childhood literacy development and reading instruction.
  • E. Phyllis Munday
    Phyllis Munday was a pioneering Canadian mountaineer and explorer renowned for her early ascents and significant contributions to mountaineering in British Columbia.
  • 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_69d822e8896c819091169882f9b20486 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dec81236f081908063bb4350b7b985 completed April 14, 2026, 11:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff6ec12de8819097cd83530e54f54b completed May 9, 2026, 5:28 p.m.
NEDg Description generation batch_69ff6f691b1c8190a5b6ede22f90a1d9 completed May 9, 2026, 5:31 p.m.
NED2 Entity disambiguation (via description) batch_69ff700c8c748190a24996936d591435 completed May 9, 2026, 5:34 p.m.
Created at: April 10, 2026, 1:30 a.m.