Triple

T19098677
Position Surface form Disambiguated ID Type / Status
Subject Juan "Johnny" Rico E467471 entity
Predicate trainingLocation P40 FINISHED
Object Camp Arthur Currie
Camp Arthur Currie is the fictional military training base where Juan "Johnny" Rico undergoes his initial Mobile Infantry training in Robert A. Heinlein's science fiction novel "Starship Troopers."
E1358267 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: Camp Arthur Currie | Statement: [Juan "Johnny" Rico, trainingLocation, Camp Arthur Currie]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Camp Arthur Currie
Context triple: [Juan "Johnny" Rico, trainingLocation, Camp Arthur Currie]
  • A. Fort Haldane
    Fort Haldane is an 18th-century British military fortification in Jamaica, historically used to defend the island’s north coast and control local uprisings.
  • B. Vimy Barracks
    Vimy Barracks is a military installation within Catterick Garrison in North Yorkshire, England, used by the British Army for training and operational purposes.
  • C. Fort Wellington
    Fort Wellington is a historic 19th-century British military fortification in Prescott, Ontario, built to defend the St. Lawrence River and now preserved as a National Historic Site of Canada.
  • D. Fort Wellington
    Fort Wellington is a historic military fortification located on the Cobourg Peninsula in Australia’s Northern Territory, notable for its early 19th-century British colonial presence and interactions with Indigenous communities.
  • E. Fort Garry
    Fort Garry was a key Hudson’s Bay Company fur-trading post and military fort that became the administrative and commercial center of what is now Winnipeg, Manitoba.
  • 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: Camp Arthur Currie
Triple: [Juan "Johnny" Rico, trainingLocation, Camp Arthur Currie]
Generated description
Camp Arthur Currie is the fictional military training base where Juan "Johnny" Rico undergoes his initial Mobile Infantry training in Robert A. Heinlein's science fiction novel "Starship Troopers."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Camp Arthur Currie
Target entity description: Camp Arthur Currie is the fictional military training base where Juan "Johnny" Rico undergoes his initial Mobile Infantry training in Robert A. Heinlein's science fiction novel "Starship Troopers."
  • A. Fort Haldane
    Fort Haldane is an 18th-century British military fortification in Jamaica, historically used to defend the island’s north coast and control local uprisings.
  • B. Vimy Barracks
    Vimy Barracks is a military installation within Catterick Garrison in North Yorkshire, England, used by the British Army for training and operational purposes.
  • C. Fort Wellington
    Fort Wellington is a historic 19th-century British military fortification in Prescott, Ontario, built to defend the St. Lawrence River and now preserved as a National Historic Site of Canada.
  • D. Fort Wellington
    Fort Wellington is a historic military fortification located on the Cobourg Peninsula in Australia’s Northern Territory, notable for its early 19th-century British colonial presence and interactions with Indigenous communities.
  • E. Fort Garry
    Fort Garry was a key Hudson’s Bay Company fur-trading post and military fort that became the administrative and commercial center of what is now Winnipeg, Manitoba.
  • 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_69d8dd05ac4c8190b1967d8f97f3fb2f completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e36c55688190b4a5135ea10c9924 completed April 20, 2026, 8:27 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05dd9b4e0c8190b235b0d7a068a1e7 completed May 14, 2026, 2:35 p.m.
NEDg Description generation batch_6a05dfcf14788190a75298641ba20e0e completed May 14, 2026, 2:44 p.m.
NED2 Entity disambiguation (via description) batch_6a05e10ae8188190a9dce95fa838ff7f completed May 14, 2026, 2:49 p.m.
Created at: April 10, 2026, 12:04 p.m.