Triple

T15730427
Position Surface form Disambiguated ID Type / Status
Subject Weston Favell E381328 entity
Predicate adjacentTo P224 FINISHED
Object Billing
Billing is a residential area and civil parish on the eastern side of Northampton, England, known for its suburban communities and proximity to local lakes and parks.
 E1174101 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: Billing | Statement: [Weston Favell, adjacentTo, Billing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Billing
Context triple: [Weston Favell, adjacentTo, Billing]
  • A. Billing
    Billing is the surname of Noel Pemberton Billing, a notable early 20th-century British aviation pioneer, inventor, and politician.
  • B. Billing and Settlement Plan
    The Billing and Settlement Plan is a global financial system used in the airline industry to streamline and centralize the selling, reporting, and remittance of airline tickets between travel agents and airlines.
  • C. GoBills
    GoBills is a bill payment service within the Gojek ecosystem that lets users conveniently pay various recurring bills through the Gojek app.
  • D. BudgetService
    BudgetService is a component of the Google AdWords API that manages and configures advertising campaign budgets programmatically.
  • E. Billinghay
    Billinghay is a small rural village and civil parish in Lincolnshire, England, known for its agricultural surroundings and local community amenities.
  • 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: Billing
Triple: [Weston Favell, adjacentTo, Billing]
Generated description
Billing is a residential area and civil parish on the eastern side of Northampton, England, known for its suburban communities and proximity to local lakes and parks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Billing
Target entity description: Billing is a residential area and civil parish on the eastern side of Northampton, England, known for its suburban communities and proximity to local lakes and parks.
  • A. Billing
    Billing is the surname of Noel Pemberton Billing, a notable early 20th-century British aviation pioneer, inventor, and politician.
  • B. Billing and Settlement Plan
    The Billing and Settlement Plan is a global financial system used in the airline industry to streamline and centralize the selling, reporting, and remittance of airline tickets between travel agents and airlines.
  • C. GoBills
    GoBills is a bill payment service within the Gojek ecosystem that lets users conveniently pay various recurring bills through the Gojek app.
  • D. BudgetService
    BudgetService is a component of the Google AdWords API that manages and configures advertising campaign budgets programmatically.
  • E. Billinghay
    Billinghay is a small rural village and civil parish in Lincolnshire, England, known for its agricultural surroundings and local community amenities.
  • 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_69d86d9cdb648190bf3171be0bd7d872 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e04fb61cb881908b158609c1ccfa1e completed April 16, 2026, 2:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff82fcb4e4819097bd0591bbcc3b71 completed May 9, 2026, 6:54 p.m.
NEDg Description generation batch_69ff83ca33d08190816130bf2ea735df completed May 9, 2026, 6:58 p.m.
NED2 Entity disambiguation (via description) batch_69ff846436e48190b711da134c9a3b81 completed May 9, 2026, 7 p.m.
Created at: April 10, 2026, 4:46 a.m.