Triple

T14593469
Position Surface form Disambiguated ID Type / Status
Subject Hollyoaks E342501 entity
Predicate hasNotableCharacterGroup P111069 FINISHED
Object Cunningham family
The Cunningham family is one of the central and longest-running fictional families in the British soap opera Hollyoaks, often involved in many of the show's major storylines and dramas.
 E1108994 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: Cunningham family | Statement: [Hollyoaks, hasNotableCharacterGroup, Cunningham family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cunningham family
Context triple: [Hollyoaks, hasNotableCharacterGroup, Cunningham family]
  • A. Cunningham family
    The Cunningham family is the central, wholesome Midwestern household featured in the classic American sitcom "Happy Days."
  • B. Cunningham family
    The Cunningham family is a historic Scottish noble lineage associated with various titles and estates, including the barony of Cunningham of Hyndhope.
  • C. Cole family
    The Cole family is an American entertainment family best known for its members’ work in film, television, and music, including actress and producer Carole Cole.
  • D. Curtis family
    The Curtis family is a prominent American family known for its significant contributions to publishing and the arts, including the founding of the Curtis Institute of Music.
  • E. Martin family
    The Martin family is a central, long-running fictional family on the soap opera "All My Children," known for its multigenerational storylines and key role in the series' drama.
  • 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: Cunningham family
Triple: [Hollyoaks, hasNotableCharacterGroup, Cunningham family]
Generated description
The Cunningham family is one of the central and longest-running fictional families in the British soap opera Hollyoaks, often involved in many of the show's major storylines and dramas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cunningham family
Target entity description: The Cunningham family is one of the central and longest-running fictional families in the British soap opera Hollyoaks, often involved in many of the show's major storylines and dramas.
  • A. Cunningham family
    The Cunningham family is the central, wholesome Midwestern household featured in the classic American sitcom "Happy Days."
  • B. Cunningham family
    The Cunningham family is a historic Scottish noble lineage associated with various titles and estates, including the barony of Cunningham of Hyndhope.
  • C. Cole family
    The Cole family is an American entertainment family best known for its members’ work in film, television, and music, including actress and producer Carole Cole.
  • D. Curtis family
    The Curtis family is a prominent American family known for its significant contributions to publishing and the arts, including the founding of the Curtis Institute of Music.
  • E. Martin family
    The Martin family is a central, long-running fictional family on the soap opera "All My Children," known for its multigenerational storylines and key role in the series' drama.
  • 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_69d822ddc0f081909cd8163c7de298cd completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb43480d8819084a707e56da2c237 completed April 14, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd94c60448819098cfab7dd292f0cd completed May 8, 2026, 7:46 a.m.
NEDg Description generation batch_69fd988f734481908ca4960a69fc2b2a completed May 8, 2026, 8:02 a.m.
NED2 Entity disambiguation (via description) batch_69fd9a30a73c8190877d5d0ada2e21ca completed May 8, 2026, 8:09 a.m.
Created at: April 10, 2026, 1:24 a.m.