Triple

T1185873
Position Surface form Disambiguated ID Type / Status
Subject Camberley E25243 entity
Predicate hasNeighbouringSettlement P4647 FINISHED
Object Blackwater
Blackwater is a small town in the Hart district of Hampshire, England, situated on the border with Surrey and forming part of the wider Blackwater Valley conurbation.
E136436 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: Blackwater | Statement: [Camberley, hasNeighbouringSettlement, Blackwater]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Blackwater
Context triple: [Camberley, hasNeighbouringSettlement, Blackwater]
  • A. Blackwater River
    Blackwater River is a scenic, tannin-dark river in northwest Florida known for its sandy beaches, paddling, and fishing opportunities.
  • B. Black Water
    Black Water is the grim historical nickname for the Cellular Jail in the Andaman and Nicobar Islands, infamous for its brutal treatment of Indian freedom fighters during British colonial rule.
  • C. River Ember
    The River Ember is a small watercourse in Surrey, England, that branches from and later rejoins the River Mole before flowing toward the River Thames.
  • D. Castalian Spring
    Castalian Spring is the sacred fountain at Delphi in ancient Greece, where pilgrims and priests ritually purified themselves before consulting the Oracle of Apollo.
  • E. Coldstream
    Coldstream is a small historic town in the Scottish Borders, known as the traditional home of the Coldstream Guards regiment and its position near the England–Scotland border.
  • 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: Blackwater
Triple: [Camberley, hasNeighbouringSettlement, Blackwater]
Generated description
Blackwater is a small town in the Hart district of Hampshire, England, situated on the border with Surrey and forming part of the wider Blackwater Valley conurbation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Blackwater
Target entity description: Blackwater is a small town in the Hart district of Hampshire, England, situated on the border with Surrey and forming part of the wider Blackwater Valley conurbation.
  • A. Blackwater River
    Blackwater River is a scenic, tannin-dark river in northwest Florida known for its sandy beaches, paddling, and fishing opportunities.
  • B. Black Water
    Black Water is the grim historical nickname for the Cellular Jail in the Andaman and Nicobar Islands, infamous for its brutal treatment of Indian freedom fighters during British colonial rule.
  • C. River Ember
    The River Ember is a small watercourse in Surrey, England, that branches from and later rejoins the River Mole before flowing toward the River Thames.
  • D. Castalian Spring
    Castalian Spring is the sacred fountain at Delphi in ancient Greece, where pilgrims and priests ritually purified themselves before consulting the Oracle of Apollo.
  • E. Coldstream
    Coldstream is a small historic town in the Scottish Borders, known as the traditional home of the Coldstream Guards regiment and its position near the England–Scotland border.
  • 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_69a49427d98881908646d6c63b8cea1e completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bd53e4b48190abb2167f8074a6bc completed March 1, 2026, 10:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac764a5f508190a54c8f01cf0b0d11 completed March 7, 2026, 7:02 p.m.
NEDg Description generation batch_69ac76c0863c81909c68208709e4767b completed March 7, 2026, 7:04 p.m.
NED2 Entity disambiguation (via description) batch_69ac778551f88190ac041d80e41d209d completed March 7, 2026, 7:07 p.m.
Created at: March 1, 2026, 7:45 p.m.