Triple

T7853058
Position Surface form Disambiguated ID Type / Status
Subject Peter Whittle E182102 entity
Predicate notableWork P4 FINISHED
Object Armada Processes
Armada Processes is a significant scholarly work by statistician Peter Whittle, focusing on advanced stochastic processes and their applications.
 E695666 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: Armada Processes | Statement: [Peter Whittle, notableWork, Armada Processes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Armada Processes
Context triple: [Peter Whittle, notableWork, Armada Processes]
  • A. Armada svizra
    Armada svizra is the Romansh name for the Swiss Army, the land component of Switzerland’s armed forces responsible for national defense and security.
  • B. Surface Fleet
    Surface Fleet is the component of the Royal Navy responsible for its commissioned warships and other surface vessels that conduct maritime operations.
  • C. Fleet Command
    Fleet Command is the Royal Australian Navy’s operational headquarters responsible for directing and controlling the Navy’s fleet and maritime operations.
  • D. Tercio de Armada (TEAR)
    Tercio de Armada (TEAR) is the main combat brigade of the Spanish Navy Marines, serving as Spain’s primary amphibious and expeditionary marine infantry force.
  • E. Aegis
    Aegis is an EVE Online expansion that introduced significant changes to sovereignty warfare and null-sec control mechanics.
  • 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: Armada Processes
Triple: [Peter Whittle, notableWork, Armada Processes]
Generated description
Armada Processes is a significant scholarly work by statistician Peter Whittle, focusing on advanced stochastic processes and their applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Armada Processes
Target entity description: Armada Processes is a significant scholarly work by statistician Peter Whittle, focusing on advanced stochastic processes and their applications.
  • A. Armada svizra
    Armada svizra is the Romansh name for the Swiss Army, the land component of Switzerland’s armed forces responsible for national defense and security.
  • B. Surface Fleet
    Surface Fleet is the component of the Royal Navy responsible for its commissioned warships and other surface vessels that conduct maritime operations.
  • C. Fleet Command
    Fleet Command is the Royal Australian Navy’s operational headquarters responsible for directing and controlling the Navy’s fleet and maritime operations.
  • D. Tercio de Armada (TEAR)
    Tercio de Armada (TEAR) is the main combat brigade of the Spanish Navy Marines, serving as Spain’s primary amphibious and expeditionary marine infantry force.
  • E. Aegis
    Aegis is an EVE Online expansion that introduced significant changes to sovereignty warfare and null-sec control mechanics.
  • 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_69ca82869ee08190b8f9040dbc2c0467 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb18ed56d481909266d862e0ae152d completed March 31, 2026, 12:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5b161a4881909641f3a29c1650b4 completed March 31, 2026, 5:26 a.m.
NEDg Description generation batch_69cb5f1c9ef08190b1b79482f39966c7 completed March 31, 2026, 5:43 a.m.
NED2 Entity disambiguation (via description) batch_69cb767b198481909cfc1f7a44e6f0d8 completed March 31, 2026, 7:23 a.m.
Created at: March 30, 2026, 4:51 p.m.