Triple

T10002711
Position Surface form Disambiguated ID Type / Status
Subject Birchington-on-Sea E197365 entity
Predicate hasBeach P1922 FINISHED
Object Berkeley Bay
Berkeley Bay is a coastal beach area associated with the seaside village of Birchington-on-Sea in Kent, England.
 E842794 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: Berkeley Bay | Statement: [Birchington-on-Sea, hasBeach, Berkeley Bay]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Berkeley Bay
Context triple: [Birchington-on-Sea, hasBeach, Berkeley Bay]
  • A. San Leandro Bay
    San Leandro Bay is a shallow tidal estuary on the eastern shore of San Francisco Bay in Northern California.
  • B. Tomales Bay
    Tomales Bay is a long, narrow inlet on the coast of northern California known for its oyster farms, wildlife, and scenic kayaking and boating.
  • C. Newport Bay
    Newport Bay is a scenic coastal inlet in Pembrokeshire, Wales, known for its sandy beaches, wildlife-rich waters, and inclusion within the protected landscape of Pembrokeshire Coast National Park.
  • D. Humboldt Bay
    Humboldt Bay is a large natural harbor and coastal lagoon on the Northern California coast, known for its rich marine ecosystems, commercial port, and surrounding wetlands.
  • E. Mendocino Bay
    Mendocino Bay is a scenic coastal inlet along Northern California’s Pacific shoreline, known for its rugged cliffs, sandy beaches, and picturesque views near the town of Mendocino.
  • 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: Berkeley Bay
Triple: [Birchington-on-Sea, hasBeach, Berkeley Bay]
Generated description
Berkeley Bay is a coastal beach area associated with the seaside village of Birchington-on-Sea in Kent, England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Berkeley Bay
Target entity description: Berkeley Bay is a coastal beach area associated with the seaside village of Birchington-on-Sea in Kent, England.
  • A. San Leandro Bay
    San Leandro Bay is a shallow tidal estuary on the eastern shore of San Francisco Bay in Northern California.
  • B. Tomales Bay
    Tomales Bay is a long, narrow inlet on the coast of northern California known for its oyster farms, wildlife, and scenic kayaking and boating.
  • C. Newport Bay
    Newport Bay is a scenic coastal inlet in Pembrokeshire, Wales, known for its sandy beaches, wildlife-rich waters, and inclusion within the protected landscape of Pembrokeshire Coast National Park.
  • D. Humboldt Bay
    Humboldt Bay is a large natural harbor and coastal lagoon on the Northern California coast, known for its rich marine ecosystems, commercial port, and surrounding wetlands.
  • E. Mendocino Bay
    Mendocino Bay is a scenic coastal inlet along Northern California’s Pacific shoreline, known for its rugged cliffs, sandy beaches, and picturesque views near the town of Mendocino.
  • 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_69ca82f3b61c81908ecc2c1c96dbc2e4 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdcd12f6488190bd5257b5f65437cc completed April 2, 2026, 1:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2cb8b92b0819081e5ac52e2f4f27e completed April 5, 2026, 8:52 p.m.
NEDg Description generation batch_69d2cd242ed8819097895cb15cbb5d47 completed April 5, 2026, 8:59 p.m.
NED2 Entity disambiguation (via description) batch_69d2d1204f008190a9349c071c1e8d19 completed April 5, 2026, 9:16 p.m.
Created at: March 30, 2026, 8:51 p.m.