Triple

T18041690
Position Surface form Disambiguated ID Type / Status
Subject Gangmasters (Licensing) Act 2004 E431666 entity
Predicate motivatedByEvent P3224 FINISHED
Object Morecambe Bay cockling disaster
The Morecambe Bay cockling disaster was a 2004 tragedy in which at least 21 undocumented Chinese migrant workers drowned while harvesting cockles off the coast of northwest England, exposing severe exploitation and safety failures in the shellfish industry.
E1302629 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: Morecambe Bay cockling disaster | Statement: [Gangmasters (Licensing) Act 2004, motivatedByEvent, Morecambe Bay cockling disaster]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Morecambe Bay cockling disaster
Context triple: [Gangmasters (Licensing) Act 2004, motivatedByEvent, Morecambe Bay cockling disaster]
  • A. Tay Bridge disaster
    The Tay Bridge disaster was a catastrophic 1879 railway bridge collapse in Scotland during a violent storm, killing dozens of passengers and prompting major changes in bridge engineering and safety standards.
  • B. White Ship disaster
    The White Ship disaster was a catastrophic 1120 shipwreck in the English Channel that drowned King Henry I’s heir William Adelin and triggered a succession crisis leading to the period of civil war known as The Anarchy.
  • C. Dolgarrog dam disaster
    The Dolgarrog dam disaster was a catastrophic 1925 dam failure in the village of Dolgarrog, Wales, that caused a deadly flood and led to major changes in British dam safety regulations.
  • D. Charfield rail disaster
    The Charfield rail disaster was a 1928 railway accident in Gloucestershire, England, in which an express train collided with a freight train and caught fire, killing 16 people and leaving two child victims famously unidentified.
  • E. SS Lady Elgin wreck
    The SS Lady Elgin wreck is the remains of a 19th-century sidewheel steamer that sank in Lake Michigan in 1860 in one of the deadliest maritime disasters in Great Lakes history.
  • 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: Morecambe Bay cockling disaster
Triple: [Gangmasters (Licensing) Act 2004, motivatedByEvent, Morecambe Bay cockling disaster]
Generated description
The Morecambe Bay cockling disaster was a 2004 tragedy in which at least 21 undocumented Chinese migrant workers drowned while harvesting cockles off the coast of northwest England, exposing severe exploitation and safety failures in the shellfish industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Morecambe Bay cockling disaster
Target entity description: The Morecambe Bay cockling disaster was a 2004 tragedy in which at least 21 undocumented Chinese migrant workers drowned while harvesting cockles off the coast of northwest England, exposing severe exploitation and safety failures in the shellfish industry.
  • A. Tay Bridge disaster
    The Tay Bridge disaster was a catastrophic 1879 railway bridge collapse in Scotland during a violent storm, killing dozens of passengers and prompting major changes in bridge engineering and safety standards.
  • B. White Ship disaster
    The White Ship disaster was a catastrophic 1120 shipwreck in the English Channel that drowned King Henry I’s heir William Adelin and triggered a succession crisis leading to the period of civil war known as The Anarchy.
  • C. Dolgarrog dam disaster
    The Dolgarrog dam disaster was a catastrophic 1925 dam failure in the village of Dolgarrog, Wales, that caused a deadly flood and led to major changes in British dam safety regulations.
  • D. Charfield rail disaster
    The Charfield rail disaster was a 1928 railway accident in Gloucestershire, England, in which an express train collided with a freight train and caught fire, killing 16 people and leaving two child victims famously unidentified.
  • E. SS Lady Elgin wreck
    The SS Lady Elgin wreck is the remains of a 19th-century sidewheel steamer that sank in Lake Michigan in 1860 in one of the deadliest maritime disasters in Great Lakes history.
  • 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_69d8b906482481908183315b9ecf9994 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4bfee78048190b3fada0eb3d28c77 completed April 19, 2026, 11:43 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0349b8930c8190bbd871393b4b949e completed May 12, 2026, 3:39 p.m.
NEDg Description generation batch_6a034b0817408190817e4a3ee0003d57 completed May 12, 2026, 3:45 p.m.
NED2 Entity disambiguation (via description) batch_6a034bdf5c808190ac329e663e220f1b completed May 12, 2026, 3:48 p.m.
Created at: April 10, 2026, 10:25 a.m.