Triple

T20923467
Position Surface form Disambiguated ID Type / Status
Subject Levisham E515273 entity
Predicate hasNearbySettlement P4647 FINISHED
Object Lockton
Lockton is a small rural village in North Yorkshire, England, known for its picturesque setting within the North York Moors National Park.
E1458544 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: Lockton | Statement: [Levisham, hasNearbySettlement, Lockton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lockton
Context triple: [Levisham, hasNearbySettlement, Lockton]
  • A. Marsh & McLennan
    Marsh & McLennan is a global professional services firm specializing in insurance brokerage, risk management, and consulting.
  • B. Lincoln Financial Group
    Lincoln Financial Group is a major American financial services company offering insurance, retirement, and investment products.
  • C. Bennetts Associates
    Bennetts Associates is a British architectural practice known for its innovative and sustainable designs for major cultural and public buildings.
  • D. Northwestern Mutual
    Northwestern Mutual is a major American financial services and insurance company known for its life insurance, investment, and wealth management products.
  • E. Prudential
    Prudential is an underground light rail station on Boston's MBTA Green Line, serving the Back Bay area near the Prudential Center complex.
  • 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: Lockton
Triple: [Levisham, hasNearbySettlement, Lockton]
Generated description
Lockton is a small rural village in North Yorkshire, England, known for its picturesque setting within the North York Moors National Park.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lockton
Target entity description: Lockton is a small rural village in North Yorkshire, England, known for its picturesque setting within the North York Moors National Park.
  • A. Marsh & McLennan
    Marsh & McLennan is a global professional services firm specializing in insurance brokerage, risk management, and consulting.
  • B. Lincoln Financial Group
    Lincoln Financial Group is a major American financial services company offering insurance, retirement, and investment products.
  • C. Bennetts Associates
    Bennetts Associates is a British architectural practice known for its innovative and sustainable designs for major cultural and public buildings.
  • D. Northwestern Mutual
    Northwestern Mutual is a major American financial services and insurance company known for its life insurance, investment, and wealth management products.
  • E. Prudential
    Prudential is an underground light rail station on Boston's MBTA Green Line, serving the Back Bay area near the Prudential Center complex.
  • 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_69e0b4fb431c8190b9d40e6a72f0cc87 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6f6504c30819084e8cabab98d08f7 completed April 21, 2026, 4 a.m.
NED1 Entity disambiguation (via context triple) batch_6a091fca98948190b7a5920b507bd0ab completed May 17, 2026, 1:54 a.m.
NEDg Description generation batch_6a09242314bc8190a16b8c43f1720c7c completed May 17, 2026, 2:12 a.m.
NED2 Entity disambiguation (via description) batch_6a0924e6ae648190a89a63ced5330db2 completed May 17, 2026, 2:16 a.m.
Created at: April 16, 2026, 12:49 p.m.