Triple
T3502125
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Petroliam Nasional Berhad |
E73992
|
entity |
| Predicate | hasExplorationActivitiesIn |
P25232
|
FINISHED |
| Object | Malaysia |
E9722
|
NE FINISHED |
How this triple was built (3 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: Malaysia | Statement: [Petroliam Nasional Berhad, hasExplorationActivitiesIn, Malaysia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malaysia Context triple: [Petroliam Nasional Berhad, hasExplorationActivitiesIn, Malaysia]
-
A.
Malaysia
chosen
Malaysia is a Southeast Asian country on the Malay Peninsula and parts of Borneo, known for its multicultural society, tropical rainforests, and rapidly developing economy.
-
B.
Malesia
Malesia is a biogeographical region in Southeast Asia encompassing the Malay Peninsula, Indonesia, the Philippines, New Guinea, and surrounding areas, known for its exceptionally rich tropical biodiversity.
-
C.
Brunei Darussalam
Brunei Darussalam is a small, wealthy sultanate on the island of Borneo in Southeast Asia, known for its vast oil and gas reserves and absolute monarchy.
-
D.
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.
-
E.
East Malaysia
East Malaysia is the portion of Malaysia located on the island of Borneo, comprising the states of Sabah and Sarawak and the federal territory of Labuan.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasExplorationActivitiesIn Context triple: [Petroliam Nasional Berhad, hasExplorationActivitiesIn, Malaysia]
-
A.
hasNotableRegionOfExploration
chosen
Indicates that an entity is associated with a specific geographic or conceptual region where its exploration activities are particularly significant or noteworthy.
-
B.
hasNotableExpedition
Indicates that an entity is associated with a significant or noteworthy expedition, journey, or exploratory mission.
-
C.
explores
Indicates actively investigating, traveling through, or examining something in order to discover or learn more about it.
-
D.
exploredDuring
Indicates that an entity was explored or investigated within the time frame or context of a specified event or period.
-
E.
potentialForHumanExploration
Indicates the extent to which a location, object, or environment is suitable or promising for future human exploration activities.
- F. None of above.
Provenance (4 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_69ad85ce7a9c81909ddc5cf0cb67a6e3 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adbbef47988190b5b3fe2e452b9ac8 |
completed | March 8, 2026, 6:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b38bc25328819098f7744ee228d665 |
completed | March 13, 2026, 4 a.m. |
| PD | Predicate disambiguation | batch_69adae0cd8b0819099da300af09880da |
completed | March 8, 2026, 5:12 p.m. |
Created at: March 8, 2026, 3:18 p.m.