Triple

T1333257
Position Surface form Disambiguated ID Type / Status
Subject Southern Thailand E28689 entity
Predicate sharesBorderRegionWith P224 FINISHED
Object Northern Malaysia
Northern Malaysia is the northern region of Peninsular Malaysia, known for its cultural and historical ties with southern Thailand and its mix of coastal cities, rural landscapes, and diverse ethnic communities.
E39088 NE FINISHED

How this triple was built (5 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: Northern Malaysia | Statement: [Southern Thailand, sharesBorderRegionWith, Northern Malaysia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Northern Malaysia
Context triple: [Southern Thailand, sharesBorderRegionWith, Northern Malaysia]
  • A. Sarawak
    Sarawak is a resource-rich Malaysian state on the island of Borneo, known for its diverse indigenous cultures, extensive rainforests, and long history under the rule of the White Rajahs before joining Malaysia.
  • B. Malay Peninsula
    The Malay Peninsula is a long, narrow landmass in Southeast Asia that separates the Andaman Sea from the South China Sea and encompasses parts of modern-day Malaysia, Thailand, and Singapore.
  • C. Kelantan
    Kelantan is a northeastern Malaysian state on the Malay Peninsula, known for its strong Malay cultural traditions, Islamic influence, and capital city Kota Bharu.
  • D. Perak
    Perak is a Malaysian state on the west coast of the Malay Peninsula, historically known for its rich tin deposits and former status as a key sultanate within British Malaya.
  • E. Terengganu
    Terengganu is a state on the eastern coast of Peninsular Malaysia, known for its traditional Malay culture, Islamic heritage, and scenic islands and beaches along the South China Sea.
  • 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: Northern Malaysia
Triple: [Southern Thailand, sharesBorderRegionWith, Northern Malaysia]
Generated description
Northern Malaysia is the northern region of Peninsular Malaysia, known for its cultural and historical ties with southern Thailand and its mix of coastal cities, rural landscapes, and diverse ethnic communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Northern Malaysia
Target entity description: Northern Malaysia is the northern region of Peninsular Malaysia, known for its cultural and historical ties with southern Thailand and its mix of coastal cities, rural landscapes, and diverse ethnic communities.
  • A. Sarawak
    Sarawak is a resource-rich Malaysian state on the island of Borneo, known for its diverse indigenous cultures, extensive rainforests, and long history under the rule of the White Rajahs before joining Malaysia.
  • B. Malay Peninsula chosen
    The Malay Peninsula is a long, narrow landmass in Southeast Asia that separates the Andaman Sea from the South China Sea and encompasses parts of modern-day Malaysia, Thailand, and Singapore.
  • C. Kelantan
    Kelantan is a northeastern Malaysian state on the Malay Peninsula, known for its strong Malay cultural traditions, Islamic influence, and capital city Kota Bharu.
  • D. Perak
    Perak is a Malaysian state on the west coast of the Malay Peninsula, historically known for its rich tin deposits and former status as a key sultanate within British Malaya.
  • E. Terengganu
    Terengganu is a state on the eastern coast of Peninsular Malaysia, known for its traditional Malay culture, Islamic heritage, and scenic islands and beaches along the South China Sea.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: sharesBorderRegionWith
Context triple: [Southern Thailand, sharesBorderRegionWith, Northern Malaysia]
  • A. sharesAreaWith
    Indicates that two entities occupy or overlap the same geographic or spatial area.
  • B. borderRegion
    Indicates a region that lies along or near the boundary separating two distinct geographic or political areas.
  • C. sharesDomainWith
    Indicates that two entities operate within, belong to, or are associated with the same domain or domain-like scope.
  • D. borderedBy chosen
    Indicates that one entity shares a common boundary or edge with another entity.
  • E. sharesFeatureWith
    Indicates that two entities have at least one common attribute, property, or characteristic in common.
  • F. None of above.

Provenance (6 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_69a498561a508190a3e1bc137c2b866a completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c1e98900819092c54c0fb58b958a completed March 1, 2026, 10:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69acbf383b24819092acd076130ca5c0 completed March 8, 2026, 12:13 a.m.
NEDg Description generation batch_69acbf77a3748190a510ea10d8ae4373 completed March 8, 2026, 12:14 a.m.
NED2 Entity disambiguation (via description) batch_69acbfe5eae88190ba65808402ada37f completed March 8, 2026, 12:16 a.m.
PD Predicate disambiguation batch_69a4bef174708190a07bbc697fe19a2d completed March 1, 2026, 10:34 p.m.
Created at: March 1, 2026, 7:55 p.m.