Triple

T20253933
Position Surface form Disambiguated ID Type / Status
Subject Betty Heslop E498632 entity
Predicate associatedWith P37 FINISHED
Object Heslop family
The Heslop family is a fictional British family featured in various works of literature and media, notably centered around the character Betty Heslop.
E1420502 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: Heslop family | Statement: [Betty Heslop, associatedWith, Heslop family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heslop family
Context triple: [Betty Heslop, associatedWith, Heslop family]
  • A. Horsley family
    The Horsley family is a notable English family historically associated with social prominence and cultural influence in Britain.
  • B. Holte family
    The Holte family was a prominent English landowning dynasty historically associated with Aston Hall and the surrounding area of Birmingham.
  • C. Harleston family
    The Harleston family was a prominent colonial-era lineage in the Goose Creek area of the Province of South Carolina, known for its influence in the region’s early political and social life.
  • D. Hildreth family
    The Hildreth family is a historically significant family associated with Lowell, Massachusetts, whose members were prominent enough in the area to have a local cemetery named in their honor.
  • E. Mollison family
    The Mollison family is a central fictional household in J.K. Rowling’s novel "The Casual Vacancy," around which much of the book’s social and political drama revolves.
  • 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: Heslop family
Triple: [Betty Heslop, associatedWith, Heslop family]
Generated description
The Heslop family is a fictional British family featured in various works of literature and media, notably centered around the character Betty Heslop.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heslop family
Target entity description: The Heslop family is a fictional British family featured in various works of literature and media, notably centered around the character Betty Heslop.
  • A. Horsley family
    The Horsley family is a notable English family historically associated with social prominence and cultural influence in Britain.
  • B. Holte family
    The Holte family was a prominent English landowning dynasty historically associated with Aston Hall and the surrounding area of Birmingham.
  • C. Harleston family
    The Harleston family was a prominent colonial-era lineage in the Goose Creek area of the Province of South Carolina, known for its influence in the region’s early political and social life.
  • D. Hildreth family
    The Hildreth family is a historically significant family associated with Lowell, Massachusetts, whose members were prominent enough in the area to have a local cemetery named in their honor.
  • E. Mollison family
    The Mollison family is a central fictional household in J.K. Rowling’s novel "The Casual Vacancy," around which much of the book’s social and political drama revolves.
  • 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_69da6275fa6c8190952924930adee150 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e673aa42348190852ae8313f4494ca completed April 20, 2026, 6:42 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0855282a0c8190b6f246521dfbda51 completed May 16, 2026, 11:29 a.m.
NEDg Description generation batch_6a0855c6bab08190831cc78647de84fc completed May 16, 2026, 11:32 a.m.
NED2 Entity disambiguation (via description) batch_6a0856e66c808190b5ef994f1cbc5f3e completed May 16, 2026, 11:37 a.m.
Created at: April 11, 2026, 11:41 p.m.