Triple
T17881737
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Western Province, Papua New Guinea |
E447100
|
entity |
| Predicate | hasSettlement |
P1068
|
FINISHED |
| Object | Balimo |
—
|
NE NERFINISHED |
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: Balimo | Statement: [Western Province, Papua New Guinea, hasSettlement, Balimo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Balimo Context triple: [Western Province, Papua New Guinea, hasSettlement, Balimo]
-
A.
Dalabon
Dalabon is an Australian Aboriginal language traditionally spoken in Arnhem Land in the Northern Territory, now critically endangered with only a few remaining speakers.
-
B.
Ballala
Ballala is the personal name of Ballala Sena, a 12th-century ruler of the Sena dynasty in Bengal.
-
C.
Balantak
Balantak is an Austronesian language of central Sulawesi, Indonesia, closely related to and often grouped with the Saluan language.
-
D.
Liboi
Liboi is a small Kenyan border town in the arid northeast near Somalia, serving as a local trading and transit point.
-
E.
Malimbus
Malimbus is a genus of brightly colored African weaver birds known for their intricate nest-building and sexual dimorphism.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Balimo Target entity description: Balimo is a small town in the remote Western Province of Papua New Guinea, serving as a local hub for surrounding rural communities in the swampy Fly River region.
-
A.
Dalabon
Dalabon is an Australian Aboriginal language traditionally spoken in Arnhem Land in the Northern Territory, now critically endangered with only a few remaining speakers.
-
B.
Ballala
Ballala is the personal name of Ballala Sena, a 12th-century ruler of the Sena dynasty in Bengal.
-
C.
Balantak
Balantak is an Austronesian language of central Sulawesi, Indonesia, closely related to and often grouped with the Saluan language.
-
D.
Liboi
Liboi is a small Kenyan border town in the arid northeast near Somalia, serving as a local trading and transit point.
-
E.
Malimbus
Malimbus is a genus of brightly colored African weaver birds known for their intricate nest-building and sexual dimorphism.
- F. None of above. chosen
Provenance (2 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_69d8b9f4c22c819093c2680434472894 |
completed | April 10, 2026, 8:51 a.m. |
| NER | Named-entity recognition | batch_69e49c0f40fc8190b2e615b41829f5df |
completed | April 19, 2026, 9:10 a.m. |
Created at: April 10, 2026, 10:18 a.m.