Triple

T14112812
Position Surface form Disambiguated ID Type / Status
Subject Kirkby railway station E339681 entity
Predicate hasServiceTo P6787 FINISHED
Object Sandhills
Sandhills is a railway station in Liverpool, England, serving as a key interchange on the Merseyrail network, particularly for routes to the city’s northern suburbs and football stadiums.
E1079597 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: Sandhills | Statement: [Kirkby railway station, hasServiceTo, Sandhills]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sandhills
Context triple: [Kirkby railway station, hasServiceTo, Sandhills]
  • A. The Sandhills
    The Sandhills are a distinctive region of wind-shaped sand dunes, often noted for their sweeping, grass-stabilized landscapes and unique ecological character.
  • B. Perry Sandhills
    Perry Sandhills is a striking expanse of ancient red sand dunes in southwestern New South Wales, Australia, known for its unique desert landscape and archaeological significance.
  • C. Sandhill
    Sandhill is a small village in Belize’s Belize District, known as a rural community along the main route connecting Belize City with the country’s northern regions.
  • D. Salt Plains
    Salt Plains is a vast, otherworldly expanse of white salt flats and unique landforms within Wood Buffalo National Park, known for its striking barren landscape and distinctive mineral deposits.
  • E. Cross Timbers
    Cross Timbers is a transitional ecoregion of mixed woodland and prairie that stretches across parts of Oklahoma, Texas, and Kansas, forming a natural boundary between the eastern forests and the Great Plains.
  • 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: Sandhills
Triple: [Kirkby railway station, hasServiceTo, Sandhills]
Generated description
Sandhills is a railway station in Liverpool, England, serving as a key interchange on the Merseyrail network, particularly for routes to the city’s northern suburbs and football stadiums.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sandhills
Target entity description: Sandhills is a railway station in Liverpool, England, serving as a key interchange on the Merseyrail network, particularly for routes to the city’s northern suburbs and football stadiums.
  • A. The Sandhills
    The Sandhills are a distinctive region of wind-shaped sand dunes, often noted for their sweeping, grass-stabilized landscapes and unique ecological character.
  • B. Perry Sandhills
    Perry Sandhills is a striking expanse of ancient red sand dunes in southwestern New South Wales, Australia, known for its unique desert landscape and archaeological significance.
  • C. Sandhill
    Sandhill is a small village in Belize’s Belize District, known as a rural community along the main route connecting Belize City with the country’s northern regions.
  • D. Salt Plains
    Salt Plains is a vast, otherworldly expanse of white salt flats and unique landforms within Wood Buffalo National Park, known for its striking barren landscape and distinctive mineral deposits.
  • E. Cross Timbers
    Cross Timbers is a transitional ecoregion of mixed woodland and prairie that stretches across parts of Oklahoma, Texas, and Kansas, forming a natural boundary between the eastern forests and the Great Plains.
  • 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_69d81c6a95b481909e39111e0c1f31ee completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de600f992c81908133813f2894dcca completed April 14, 2026, 3:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcd0b881388190a5bcdd87fd10c516 completed May 7, 2026, 5:49 p.m.
NEDg Description generation batch_69fcd2d99c4c8190baf15d470ead7b1c completed May 7, 2026, 5:58 p.m.
NED2 Entity disambiguation (via description) batch_69fcd3853e848190a210d1c8c08bd6cc completed May 7, 2026, 6:01 p.m.
Created at: April 9, 2026, 10:22 p.m.