Triple

T15862746
Position Surface form Disambiguated ID Type / Status
Subject River Frome (Gloucestershire) E384631 entity
Predicate alsoKnownAs P39 FINISHED
Object Frome (Stroud)
Frome (Stroud) is a river in Gloucestershire, England, that flows through the Stroud district and has historically supported the area’s wool and textile industries.
E1180911 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: Frome (Stroud) | Statement: [River Frome (Gloucestershire), alsoKnownAs, Frome (Stroud)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frome (Stroud)
Context triple: [River Frome (Gloucestershire), alsoKnownAs, Frome (Stroud)]
  • A. Frome Vale
    Frome Vale is a residential ward and area in the northeastern part of Bristol, England, encompassing suburbs such as Fishponds and parts of the River Frome valley.
  • B. Stroud
    Stroud is a market town and parliamentary constituency in Gloucestershire, England, known historically for its role in the Industrial Revolution and its association with progressive politics.
  • C. Stroud
    Stroud is a small community within the town of Innisfil in Ontario, Canada, known for its residential character and proximity to Lake Simcoe.
  • D. Stroud
    Stroud is a small rural town in the Hunter Region of New South Wales, Australia, known for its historic buildings and colonial heritage.
  • E. Frome
    Frome is an electoral district in the South Australian House of Assembly, covering a largely rural region in the state's mid-north.
  • 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: Frome (Stroud)
Triple: [River Frome (Gloucestershire), alsoKnownAs, Frome (Stroud)]
Generated description
Frome (Stroud) is a river in Gloucestershire, England, that flows through the Stroud district and has historically supported the area’s wool and textile industries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frome (Stroud)
Target entity description: Frome (Stroud) is a river in Gloucestershire, England, that flows through the Stroud district and has historically supported the area’s wool and textile industries.
  • A. Frome Vale
    Frome Vale is a residential ward and area in the northeastern part of Bristol, England, encompassing suburbs such as Fishponds and parts of the River Frome valley.
  • B. Stroud
    Stroud is a small community within the town of Innisfil in Ontario, Canada, known for its residential character and proximity to Lake Simcoe.
  • C. Stroud
    Stroud is a market town and parliamentary constituency in Gloucestershire, England, known historically for its role in the Industrial Revolution and its association with progressive politics.
  • D. Stroud
    Stroud is a small rural town in the Hunter Region of New South Wales, Australia, known for its historic buildings and colonial heritage.
  • E. Frome
    Frome is an electoral district in the South Australian House of Assembly, covering a largely rural region in the state's mid-north.
  • 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_69d86da422088190aac39e32e6c68429 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1555c75688190aeae5bcf5bb92bb7 completed April 16, 2026, 9:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffa9439db481908be2f6d8a3cfbc85 completed May 9, 2026, 9:38 p.m.
NEDg Description generation batch_69ffaa07df788190bae67f3d9a800331 completed May 9, 2026, 9:41 p.m.
NED2 Entity disambiguation (via description) batch_69ffaaa92a648190a09829ef3197223c completed May 9, 2026, 9:44 p.m.
Created at: April 10, 2026, 4:50 a.m.