Triple
T15120645
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Murum Dam |
E361160
|
entity |
| Predicate | associatedEthnicGroupsAffected |
P10927
|
FINISHED |
| Object | Penan |
E168468
|
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: Penan | Statement: [Murum Dam, associatedEthnicGroupsAffected, Penan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Penan Context triple: [Murum Dam, associatedEthnicGroupsAffected, Penan]
-
A.
Penan
chosen
The Penan are an indigenous, traditionally nomadic hunter-gatherer people of the rainforests of Borneo, known for their deep forest knowledge and struggles to protect their ancestral lands from logging.
-
B.
Kedayan people
The Kedayan people are an indigenous ethnic group of Borneo, primarily found in Brunei, Sabah, and Sarawak, known for their Malay-related culture, agriculture, and distinctive Kedayan language.
-
C.
Orang Ulu
Orang Ulu is a collective term for various indigenous Dayak ethnic groups of inland Sarawak and Kalimantan, known for their rich artistic traditions, longhouses, and distinct languages and cultures.
-
D.
Dayak peoples
The Dayak peoples are indigenous ethnic groups of Borneo known for their diverse languages, traditional longhouse communities, and rich animist and later Christian cultural practices.
-
E.
Kerinci people
The Kerinci people are an indigenous ethnic group from the highland Kerinci region of central Sumatra, Indonesia, known for their distinct Malayic language, terraced wet-rice agriculture, and rich oral and ritual traditions.
- 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: associatedEthnicGroupsAffected Context triple: [Murum Dam, associatedEthnicGroupsAffected, Penan]
-
A.
affectedEthnicGroup
chosen
Indicates that a particular ethnic group is impacted or influenced by an event, condition, policy, or action.
-
B.
relatedEthnicGroup
Indicates that there is a notable ethnic connection or association between two ethnic groups, such as shared ancestry, culture, or historical ties.
-
C.
involvedEthnicGroup
Indicates that a particular ethnic group participates in, is affected by, or is otherwise associated with the referenced event, situation, or entity.
-
D.
ethnicGroupHelped
Indicates that one ethnic group provided assistance or support to another entity or group.
-
E.
otherEthnicGroup
Indicates that one entity belongs to a different ethnic group than the other entity.
- 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_69d85a06450081909c5a14ea9851a15e |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e0059e036c8190959ff3bde8f2356f |
completed | April 15, 2026, 9:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fec87ed2cc8190b4cae72774e0df7f |
completed | May 9, 2026, 5:39 a.m. |
| PD | Predicate disambiguation | batch_69deb96c1d9c81909351558ed97bc5b7 |
completed | April 14, 2026, 10:02 p.m. |
Created at: April 10, 2026, 3:06 a.m.