Triple

T4398161
Position Surface form Disambiguated ID Type / Status
Subject Finisterre Range campaign E99543 entity
Predicate relatedOperation P5667 FINISHED
Object Markham and Ramu Valley operations
The Markham and Ramu Valley operations were a series of World War II Allied offensives in New Guinea aimed at securing key valleys and airfields to support the broader campaign against Japanese forces in the Southwest Pacific.
E436035 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: Markham and Ramu Valley operations | Statement: [Finisterre Range campaign, relatedOperation, Markham and Ramu Valley operations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Markham and Ramu Valley operations
Context triple: [Finisterre Range campaign, relatedOperation, Markham and Ramu Valley operations]
  • A. Kalpasar project
    The Kalpasar project is a proposed large-scale dam and freshwater reservoir scheme in Gujarat, India, intended to store Narmada River waters, provide irrigation and drinking water, and improve regional infrastructure.
  • B. Duvdevan Unit
    Duvdevan Unit is an elite undercover special forces unit of the Israel Defense Forces known for conducting high-risk counterterrorism and covert operations, often disguised as local civilians.
  • C. Tirah Valley
    Tirah Valley is a remote, mountainous valley in Pakistan’s Khyber Pakhtunkhwa province, historically significant as a tribal stronghold and a key route near the Afghan border.
  • D. Danapur Cantonment
    Danapur Cantonment is a major Indian Army cantonment town located near Patna in the state of Bihar, serving as an important military and administrative center.
  • E. Chaklala Cantonment
    Chaklala Cantonment is a major Pakistani military garrison area located in the city of Rawalpindi, adjacent to Islamabad.
  • 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: Markham and Ramu Valley operations
Triple: [Finisterre Range campaign, relatedOperation, Markham and Ramu Valley operations]
Generated description
The Markham and Ramu Valley operations were a series of World War II Allied offensives in New Guinea aimed at securing key valleys and airfields to support the broader campaign against Japanese forces in the Southwest Pacific.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Markham and Ramu Valley operations
Target entity description: The Markham and Ramu Valley operations were a series of World War II Allied offensives in New Guinea aimed at securing key valleys and airfields to support the broader campaign against Japanese forces in the Southwest Pacific.
  • A. Kalpasar project
    The Kalpasar project is a proposed large-scale dam and freshwater reservoir scheme in Gujarat, India, intended to store Narmada River waters, provide irrigation and drinking water, and improve regional infrastructure.
  • B. Duvdevan Unit
    Duvdevan Unit is an elite undercover special forces unit of the Israel Defense Forces known for conducting high-risk counterterrorism and covert operations, often disguised as local civilians.
  • C. Tirah Valley
    Tirah Valley is a remote, mountainous valley in Pakistan’s Khyber Pakhtunkhwa province, historically significant as a tribal stronghold and a key route near the Afghan border.
  • D. Danapur Cantonment
    Danapur Cantonment is a major Indian Army cantonment town located near Patna in the state of Bihar, serving as an important military and administrative center.
  • E. Chaklala Cantonment
    Chaklala Cantonment is a major Pakistani military garrison area located in the city of Rawalpindi, adjacent to Islamabad.
  • 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_69b345506b408190b0e3dee616738a7d completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b352adce588190b9e6ed53458aa1e1 completed March 12, 2026, 11:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5e53ae7bc8190b216319e522b11c6 completed March 14, 2026, 10:46 p.m.
NEDg Description generation batch_69b5e5f8b9bc8190abb35710e2ddbe5e completed March 14, 2026, 10:49 p.m.
NED2 Entity disambiguation (via description) batch_69b5e62af694819086b3eddb71f591d2 completed March 14, 2026, 10:50 p.m.
Created at: March 12, 2026, 11:20 p.m.