Triple

T8380961
Position Surface form Disambiguated ID Type / Status
Subject London Missionary Society E197685 entity
Predicate sentMissionary P27507 FINISHED
Object James Chalmers
James Chalmers was a 19th-century Scottish missionary best known for his pioneering evangelical and exploratory work in New Guinea.
E731761 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: James Chalmers | Statement: [London Missionary Society, sentMissionary, James Chalmers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Chalmers
Context triple: [London Missionary Society, sentMissionary, James Chalmers]
  • A. William Chalmers
    William Chalmers was a Swedish merchant and philanthropist whose endowment led to the creation of the Chalmers University of Technology in Gothenburg.
  • B. John Gillies
    John Gillies is a name shared by several notable individuals, including historians, politicians, and public figures from English-speaking countries.
  • C. James Johnstone
    James Johnstone was a British newspaper proprietor best known for establishing the London daily newspaper that became the Evening Standard.
  • D. Charles Gough
    Charles Gough was an 18th-century British mariner whose reported sighting led to the later identification and naming of Gough Island in the South Atlantic.
  • E. Victor Campbell
    Victor Campbell was a Royal Navy officer and polar explorer best known for leading the Northern Party during Robert Falcon Scott’s Terra Nova Antarctic expedition.
  • 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: James Chalmers
Triple: [London Missionary Society, sentMissionary, James Chalmers]
Generated description
James Chalmers was a 19th-century Scottish missionary best known for his pioneering evangelical and exploratory work in New Guinea.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Chalmers
Target entity description: James Chalmers was a 19th-century Scottish missionary best known for his pioneering evangelical and exploratory work in New Guinea.
  • A. William Chalmers
    William Chalmers was a Swedish merchant and philanthropist whose endowment led to the creation of the Chalmers University of Technology in Gothenburg.
  • B. John Gillies
    John Gillies is a name shared by several notable individuals, including historians, politicians, and public figures from English-speaking countries.
  • C. James Johnstone
    James Johnstone was a British newspaper proprietor best known for establishing the London daily newspaper that became the Evening Standard.
  • D. Charles Gough
    Charles Gough was an 18th-century British mariner whose reported sighting led to the later identification and naming of Gough Island in the South Atlantic.
  • E. Victor Campbell
    Victor Campbell was a Royal Navy officer and polar explorer best known for leading the Northern Party during Robert Falcon Scott’s Terra Nova Antarctic expedition.
  • 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_69ca82f64c188190af4e1608036b865d completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cbd120a1ec8190a8dc101fa1371780 completed March 31, 2026, 1:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce02c0664481908f3c79246350a248 completed April 2, 2026, 5:46 a.m.
NEDg Description generation batch_69ce064211e48190b558d4355be659ba completed April 2, 2026, 6:01 a.m.
NED2 Entity disambiguation (via description) batch_69ce07a390048190ac26a7e3d3d561e0 completed April 2, 2026, 6:07 a.m.
Created at: March 30, 2026, 6:02 p.m.