Triple

T4290233
Position Surface form Disambiguated ID Type / Status
Subject Langland Bay E97369 entity
Predicate hasNearbySettlement P4647 FINISHED
Object Newton, Swansea
Newton, Swansea is a suburban village in the Mumbles area of Swansea, Wales, known for its residential character and proximity to the Gower Peninsula’s coastal attractions.
 E428866 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: Newton, Swansea | Statement: [Langland Bay, hasNearbySettlement, Newton, Swansea]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Newton, Swansea
Context triple: [Langland Bay, hasNearbySettlement, Newton, Swansea]
  • A. Newport, Pembrokeshire
    Newport, Pembrokeshire is a small coastal town in southwest Wales known for its scenic setting on the Nevern estuary, nearby beaches, and access to the Pembrokeshire Coast National Park.
  • B. Newport, Shropshire
    Newport, Shropshire is a historic market town in England known for its traditional high street, canalside setting, and proximity to both rural Shropshire and the West Midlands.
  • C. Swansea
    Swansea is a coastal city in South Wales known for its maritime heritage, industrial history, and role as a target during World War II air raids.
  • D. Swansea
    Swansea is a coastal town in Bristol County, Massachusetts, known for its suburban character and proximity to both Providence and Fall River.
  • E. Newport, Wales
    Newport, Wales is a historic industrial city and port in southeast Wales situated on the River Usk near its confluence with the Severn Estuary.
  • 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: Newton, Swansea
Triple: [Langland Bay, hasNearbySettlement, Newton, Swansea]
Generated description
Newton, Swansea is a suburban village in the Mumbles area of Swansea, Wales, known for its residential character and proximity to the Gower Peninsula’s coastal attractions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Newton, Swansea
Target entity description: Newton, Swansea is a suburban village in the Mumbles area of Swansea, Wales, known for its residential character and proximity to the Gower Peninsula’s coastal attractions.
  • A. Newport, Pembrokeshire
    Newport, Pembrokeshire is a small coastal town in southwest Wales known for its scenic setting on the Nevern estuary, nearby beaches, and access to the Pembrokeshire Coast National Park.
  • B. Newport, Shropshire
    Newport, Shropshire is a historic market town in England known for its traditional high street, canalside setting, and proximity to both rural Shropshire and the West Midlands.
  • C. Swansea
    Swansea is a coastal town in Bristol County, Massachusetts, known for its suburban character and proximity to both Providence and Fall River.
  • D. Swansea
    Swansea is a coastal city in South Wales known for its maritime heritage, industrial history, and role as a target during World War II air raids.
  • E. Newport, Wales
    Newport, Wales is a historic industrial city and port in southeast Wales situated on the River Usk near its confluence with the Severn Estuary.
  • 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_69b3454595848190a0e6bbb6a2bea040 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b35061f5448190b3356b29a9129160 completed March 12, 2026, 11:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5c73501f4819088bf87f3c4d0f23b completed March 14, 2026, 8:38 p.m.
NEDg Description generation batch_69b5c83c4b088190864f4bd5d32b0a29 completed March 14, 2026, 8:42 p.m.
NED2 Entity disambiguation (via description) batch_69b5c8a0c0bc8190beba56664874ed9b completed March 14, 2026, 8:44 p.m.
Created at: March 12, 2026, 11:08 p.m.