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.