Triple

T3949726
Position Surface form Disambiguated ID Type / Status
Subject Katherine Kelly E84833 entity
Predicate notableWork P4 FINISHED
Object Happy Valley
Happy Valley is a critically acclaimed British crime drama television series centered on a strong-willed police sergeant in a small Yorkshire town.
E402812 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: Happy Valley | Statement: [Katherine Kelly, notableWork, Happy Valley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Happy Valley
Context triple: [Katherine Kelly, notableWork, Happy Valley]
  • A. Happy Valley
    Happy Valley is a residential community that forms part of the town of Happy Valley-Goose Bay in Labrador, Canada.
  • B. Ravenshead
    Ravenshead is a village in Nottinghamshire, England, known for its proximity to the historic Newstead Abbey, former home of poet Lord Byron.
  • C. Hope Valley
    Hope Valley is a scenic valley in England’s Peak District National Park, known for its picturesque villages, walking trails, and dramatic limestone and gritstone landscapes.
  • D. Ladywell
    Ladywell is a residential neighbourhood within the town of Livingston in West Lothian, Scotland.
  • E. Ladywell
    Ladywell is a residential district in the London Borough of Lewisham, known for its local high street, green spaces, and commuter rail links into central London.
  • 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: Happy Valley
Triple: [Katherine Kelly, notableWork, Happy Valley]
Generated description
Happy Valley is a critically acclaimed British crime drama television series centered on a strong-willed police sergeant in a small Yorkshire town.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Happy Valley
Target entity description: Happy Valley is a critically acclaimed British crime drama television series centered on a strong-willed police sergeant in a small Yorkshire town.
  • A. Happy Valley
    Happy Valley is a residential community that forms part of the town of Happy Valley-Goose Bay in Labrador, Canada.
  • B. Ravenshead
    Ravenshead is a village in Nottinghamshire, England, known for its proximity to the historic Newstead Abbey, former home of poet Lord Byron.
  • C. Hope Valley
    Hope Valley is a scenic valley in England’s Peak District National Park, known for its picturesque villages, walking trails, and dramatic limestone and gritstone landscapes.
  • D. Ladywell
    Ladywell is a residential neighbourhood within the town of Livingston in West Lothian, Scotland.
  • E. Ladywell
    Ladywell is a residential district in the London Borough of Lewisham, known for its local high street, green spaces, and commuter rail links into central London.
  • 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_69aed934fbfc8190847068e4546de963 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aef91227a8819097c3a5a206792382 completed March 9, 2026, 4:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b533a4d3048190b63ad93a6ec87a48 completed March 14, 2026, 10:08 a.m.
NEDg Description generation batch_69b5347dd9d08190a9c373a7d0428245 completed March 14, 2026, 10:12 a.m.
NED2 Entity disambiguation (via description) batch_69b5383cbe248190ada0fe5257c8aa30 completed March 14, 2026, 10:28 a.m.
Created at: March 9, 2026, 3:30 p.m.