Triple

T1908755
Position Surface form Disambiguated ID Type / Status
Subject Hertfordshire E38060 entity
Predicate containsSettlement P847 FINISHED
Object Royston
Royston is a historic market town in Hertfordshire, England, known for the mysterious medieval Royston Cave and its position at the crossroads of ancient routes.
E220350 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: Royston | Statement: [Hertfordshire, containsSettlement, Royston]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Royston
Context triple: [Hertfordshire, containsSettlement, Royston]
  • A. St Neots
    St Neots is a historic market town in eastern England situated on the River Great Ouse, known for its riverside parks and growing commuter population.
  • B. Rushworth
    Rushworth is the middle name of Lord Jellicoe, a British naval officer and statesman who served as First Sea Lord during World War I.
  • C. Edwinstowe
    Edwinstowe is a village in Nottinghamshire, England, best known for its close association with Sherwood Forest and the Robin Hood legend.
  • D. Rockingham
    Rockingham is a coastal city in Western Australia known for its beaches, marine wildlife, and proximity to Perth.
  • E. Minstead
    Minstead is a small village in Hampshire, England, best known as the burial place of Sir Arthur Conan Doyle.
  • 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: Royston
Triple: [Hertfordshire, containsSettlement, Royston]
Generated description
Royston is a historic market town in Hertfordshire, England, known for the mysterious medieval Royston Cave and its position at the crossroads of ancient routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Royston
Target entity description: Royston is a historic market town in Hertfordshire, England, known for the mysterious medieval Royston Cave and its position at the crossroads of ancient routes.
  • A. St Neots
    St Neots is a historic market town in eastern England situated on the River Great Ouse, known for its riverside parks and growing commuter population.
  • B. Rushworth
    Rushworth is the middle name of Lord Jellicoe, a British naval officer and statesman who served as First Sea Lord during World War I.
  • C. Edwinstowe
    Edwinstowe is a village in Nottinghamshire, England, best known for its close association with Sherwood Forest and the Robin Hood legend.
  • D. Rockingham
    Rockingham is a coastal city in Western Australia known for its beaches, marine wildlife, and proximity to Perth.
  • E. Minstead
    Minstead is a small village in Hampshire, England, best known as the burial place of Sir Arthur Conan Doyle.
  • 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_69a8862a26088190aae5243695aeefc0 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb1b55edc8190bce8ac97196939a9 completed March 7, 2026, 5:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69adfbac4e18819081f6cfdf1cd7a03c completed March 8, 2026, 10:43 p.m.
NEDg Description generation batch_69adffaa380c8190a66f62b0a6338e5e completed March 8, 2026, 11 p.m.
NED2 Entity disambiguation (via description) batch_69ae001f968881908f810b0663dc2a29 completed March 8, 2026, 11:02 p.m.
Created at: March 4, 2026, 7:35 p.m.