Triple

T19823784
Position Surface form Disambiguated ID Type / Status
Subject Bulolo Valley E476264 entity
Predicate historicalEvent P259 FINISHED
Object Allied defensive operations in New Guinea
Allied defensive operations in New Guinea were a series of World War II campaigns in 1942–1943 in which Allied forces fought to halt and repel Japanese advances across the island, protecting key airfields, supply routes, and approaches to Australia.
E641652 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: Allied defensive operations in New Guinea | Statement: [Bulolo Valley, historicalEvent, Allied defensive operations in New Guinea]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Allied defensive operations in New Guinea
Context triple: [Bulolo Valley, historicalEvent, Allied defensive operations in New Guinea]
  • A. Australian Army units in New Guinea
    Australian Army units in New Guinea were the Australian ground forces that fought alongside U.S. and Allied troops in the New Guinea campaign of World War II, conducting jungle warfare against Japanese forces.
  • B. Allied Land Forces in the Southwest Pacific Area
    Allied Land Forces in the Southwest Pacific Area was the World War II ground command responsible for coordinating and directing Allied army operations in the Southwest Pacific theater under General Douglas MacArthur.
  • C. Air operations in the Southwest Pacific Area during World War II
    Air operations in the Southwest Pacific Area during World War II is a historical work detailing the strategy, tactics, and campaigns of Allied air forces in the Southwest Pacific theater, written by U.S. air commander George C. Kenney.
  • D. Allied Land Forces in South-East Asia
    Allied Land Forces in South-East Asia was a World War II British-led multinational army command responsible for coordinating and directing Allied ground operations in the Southeast Asian theater.
  • E. Kokoda Front Line!
    Kokoda Front Line! is a 1942 Australian World War II documentary film, renowned for its frontline footage of the Kokoda Track campaign in Papua New Guinea and for winning Australia’s first Academy Award.
  • 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: Allied defensive operations in New Guinea
Triple: [Bulolo Valley, historicalEvent, Allied defensive operations in New Guinea]
Generated description
Allied defensive operations in New Guinea were a series of World War II campaigns in 1942–1943 in which Allied forces fought to halt and repel Japanese advances across the island, protecting key airfields, supply routes, and approaches to Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Allied defensive operations in New Guinea
Target entity description: Allied defensive operations in New Guinea were a series of World War II campaigns in 1942–1943 in which Allied forces fought to halt and repel Japanese advances across the island, protecting key airfields, supply routes, and approaches to Australia.
  • A. Australian Army units in New Guinea
    Australian Army units in New Guinea were the Australian ground forces that fought alongside U.S. and Allied troops in the New Guinea campaign of World War II, conducting jungle warfare against Japanese forces.
  • B. Allied Land Forces in the Southwest Pacific Area chosen
    Allied Land Forces in the Southwest Pacific Area was the World War II ground command responsible for coordinating and directing Allied army operations in the Southwest Pacific theater under General Douglas MacArthur.
  • C. Air operations in the Southwest Pacific Area during World War II
    Air operations in the Southwest Pacific Area during World War II is a historical work detailing the strategy, tactics, and campaigns of Allied air forces in the Southwest Pacific theater, written by U.S. air commander George C. Kenney.
  • D. Allied Land Forces in South-East Asia
    Allied Land Forces in South-East Asia was a World War II British-led multinational army command responsible for coordinating and directing Allied ground operations in the Southeast Asian theater.
  • E. Kokoda Front Line!
    Kokoda Front Line! is a 1942 Australian World War II documentary film, renowned for its frontline footage of the Kokoda Track campaign in Papua New Guinea and for winning Australia’s first Academy Award.
  • F. None of above.

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_69d8e51c7c188190b926f3a2a7b5f881 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6550070c4819099e1f057b9a8849e completed April 20, 2026, 4:32 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07ccd22b448190b447c893ee9ffd83 completed May 16, 2026, 1:48 a.m.
NEDg Description generation batch_6a07cfe19c288190b360d1767e8fffa3 completed May 16, 2026, 2:01 a.m.
NED2 Entity disambiguation (via description) batch_6a07d0c1cbc08190bffbc27457117b82 completed May 16, 2026, 2:04 a.m.
Created at: April 10, 2026, 1:50 p.m.