Triple

T1727470
Position Surface form Disambiguated ID Type / Status
Subject East Hertfordshire district E37530 entity
Predicate contains P35 FINISHED
Object Walkern
Walkern is a small historic village in Hertfordshire, England, known for its traditional rural character and medieval heritage.
 E194912 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: Walkern | Statement: [East Hertfordshire district, contains, Walkern]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Walkern
Context triple: [East Hertfordshire district, contains, Walkern]
  • A. Ewart
    Ewart is a given name notably borne by the 19th-century British statesman William Ewart Gladstone.
  • B. Edward Saxon
    Edward Saxon is an American film producer best known for his Academy Award–winning work on the psychological thriller "The Silence of the Lambs."
  • C. Huskisson
    Huskisson is a small coastal town on the shores of Jervis Bay in New South Wales, Australia, known for its beaches, marine tourism, and access to nearby national parks.
  • D. Clive
    Clive is a surname most famously associated with Robert Clive, the 18th-century British officer who played a key role in establishing British rule in India.
  • E. Hunte
    The Hunte is a river in northwestern Germany that flows through Lower Saxony before joining the Weser.
  • 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: Walkern
Triple: [East Hertfordshire district, contains, Walkern]
Generated description
Walkern is a small historic village in Hertfordshire, England, known for its traditional rural character and medieval heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Walkern
Target entity description: Walkern is a small historic village in Hertfordshire, England, known for its traditional rural character and medieval heritage.
  • A. Ewart
    Ewart is a given name notably borne by the 19th-century British statesman William Ewart Gladstone.
  • B. Edward Saxon
    Edward Saxon is an American film producer best known for his Academy Award–winning work on the psychological thriller "The Silence of the Lambs."
  • C. Huskisson
    Huskisson is a small coastal town on the shores of Jervis Bay in New South Wales, Australia, known for its beaches, marine tourism, and access to nearby national parks.
  • D. Clive
    Clive is a surname most famously associated with Robert Clive, the 18th-century British officer who played a key role in establishing British rule in India.
  • E. Hunte
    The Hunte is a river in northwestern Germany that flows through Lower Saxony before joining the Weser.
  • 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_69a8861acab88190bb43cde203429399 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa637c26988190ad5c400856684825 completed March 6, 2026, 5:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad8af329a481908cbd3cf351fabfd5 completed March 8, 2026, 2:42 p.m.
NEDg Description generation batch_69ad957ce41881909f1e214ebf4b08a4 completed March 8, 2026, 3:27 p.m.
NED2 Entity disambiguation (via description) batch_69ad97b479bc81908b5f75b5df41f577 completed March 8, 2026, 3:37 p.m.
Created at: March 4, 2026, 7:30 p.m.