Triple

T11833855
Position Surface form Disambiguated ID Type / Status
Subject Bath Road (A4) E281465 entity
Predicate passesThrough P225 FINISHED
Object Langley
Langley is a suburban area in Berkshire, England, situated near Slough and known for its residential neighborhoods and transport links into London.
E950216 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Langley | Statement: [Bath Road (A4), passesThrough, Langley]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Langley
Context triple: [Bath Road (A4), passesThrough, Langley]
  • A. Langley
    Langley is the historical name for the English village now known as Kings Langley in Hertfordshire.
  • B. Langley
    Langley is a small coastal city on Whidbey Island in Washington State, known for its scenic waterfront, arts community, and tourism.
  • C. Langley
    Langley is a surname of English origin borne by various notable individuals across fields such as literature, science, and politics.
  • D. Langley City
    Langley City is an urban municipality in British Columbia, Canada, located in the Fraser Valley as part of the Metro Vancouver region.
  • E. Langley, Washington
    Langley, Washington is a small, scenic waterfront town on Whidbey Island known for its arts community, coastal views, and charming downtown.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Langley
Target entity description: Langley is a suburban area in Berkshire, England, situated near Slough and known for its residential neighborhoods and transport links into London.
  • A. Langley
    Langley is a small coastal city on Whidbey Island in Washington State, known for its scenic waterfront, arts community, and tourism.
  • B. Langley
    Langley is a surname of English origin borne by various notable individuals across fields such as literature, science, and politics.
  • C. Langley
    Langley is the historical name for the English village now known as Kings Langley in Hertfordshire.
  • D. Langley City
    Langley City is an urban municipality in British Columbia, Canada, located in the Fraser Valley as part of the Metro Vancouver region.
  • E. Langley, Washington
    Langley, Washington is a small, scenic waterfront town on Whidbey Island known for its arts community, coastal views, and charming downtown.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: Langley
Triple: [Bath Road (A4), passesThrough, Langley]
Generated description
Langley is a suburban area in Berkshire, England, situated near Slough and known for its residential neighborhoods and transport links into London.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69d6ab276f8c8190b1966a0ef11349ac elicitation completed
NER batch_69d8a62e7e408190998bebe346c82e89 ner completed
NED1 batch_69f16753f4f88190940e53312aff4333 ned_source_triple completed
NED2 batch_69f1db11f0f48190832ca4f552f21751 ned_description completed
NEDg batch_69f17004fb908190a486c6718c5252cb nedg completed
Created at: April 8, 2026, 9:43 p.m.