Triple

T22542062
Position Surface form Disambiguated ID Type / Status
Subject Ludlow town centre E557316 entity
Predicate hasLandmark P105 FINISHED
Object Ludlow Market Square
Ludlow Market Square is the historic central marketplace of Ludlow, England, known for its traditional open-air markets and surrounding medieval and Georgian architecture.
 E557316 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: Ludlow Market Square | Statement: [Ludlow town centre, hasLandmark, Ludlow Market Square]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ludlow Market Square
Context triple: [Ludlow town centre, hasLandmark, Ludlow Market Square]
  • A. Ludlow town centre
    Ludlow town centre is the historic commercial and social heart of Ludlow, Shropshire, known for its medieval street layout, traditional markets, and well-preserved architecture.
  • B. Witney Market Square
    Witney Market Square is the historic central marketplace of the Oxfordshire town of Witney, known for its traditional trading area and prominent civic landmarks.
  • C. Wragg Square
    Wragg Square is a historic public square in Charleston, South Carolina, known for its green space and surrounding 19th-century architecture.
  • D. Argyle Square
    Argyle Square is a retail shopping center located in Wilsonville, Oregon, featuring a variety of stores and services for local residents and visitors.
  • E. Granary Square
    Granary Square is a large public plaza in London’s King’s Cross area, known for its canal-side setting, choreographed fountain jets, and mix of cultural, dining, and event spaces.
  • 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: Ludlow Market Square
Triple: [Ludlow town centre, hasLandmark, Ludlow Market Square]
Generated description
Ludlow Market Square is the historic central marketplace of Ludlow, England, known for its traditional open-air markets and surrounding medieval and Georgian architecture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ludlow Market Square
Target entity description: Ludlow Market Square is the historic central marketplace of Ludlow, England, known for its traditional open-air markets and surrounding medieval and Georgian architecture.
  • A. Ludlow town centre chosen
    Ludlow town centre is the historic commercial and social heart of Ludlow, Shropshire, known for its medieval street layout, traditional markets, and well-preserved architecture.
  • B. Witney Market Square
    Witney Market Square is the historic central marketplace of the Oxfordshire town of Witney, known for its traditional trading area and prominent civic landmarks.
  • C. Wragg Square
    Wragg Square is a historic public square in Charleston, South Carolina, known for its green space and surrounding 19th-century architecture.
  • D. Argyle Square
    Argyle Square is a retail shopping center located in Wilsonville, Oregon, featuring a variety of stores and services for local residents and visitors.
  • E. Granary Square
    Granary Square is a large public plaza in London’s King’s Cross area, known for its canal-side setting, choreographed fountain jets, and mix of cultural, dining, and event spaces.
  • F. None of above.

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_69e11e58662081909ae346ab384514ca completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15f330a40819098df6a9b0f27635e completed April 29, 2026, 1:30 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b1de9005c8190865ce7c0042c073c completed May 18, 2026, 2:10 p.m.
NEDg Description generation batch_6a0b2560f8b08190aaba573e06d38d55 completed May 18, 2026, 2:42 p.m.
NED2 Entity disambiguation (via description) batch_6a0b2729328481908faf3f88acfc9de1 completed May 18, 2026, 2:50 p.m.
Created at: April 16, 2026, 8:51 p.m.