Triple
T4253669
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sepik River |
E95917
|
entity |
| Predicate | majorSettlementOn |
P13187
|
FINISHED |
| Object |
Angoram
Angoram is a town in Papua New Guinea known as an important river port and trading center in the Sepik River region.
|
E423433
|
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: Angoram | Statement: [Sepik River, majorSettlementOn, Angoram]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Angoram Context triple: [Sepik River, majorSettlementOn, Angoram]
-
A.
Ngazargamu
Ngazargamu was the principal capital city of the Kanem-Bornu Empire in the Lake Chad region, serving as a major political and commercial center in precolonial West Africa.
-
B.
Evinayong
Evinayong is a town in mainland Equatorial Guinea that serves as an important local administrative and commercial center.
-
C.
Pastoria
Pastoria is the former king of the Land of Oz and the father of Princess Ozma in L. Frank Baum’s Oz series.
-
D.
Orbost
Orbost is a small rural town in East Gippsland, Victoria, Australia, known as a service centre for the surrounding farming and forestry region near the Snowy River.
-
E.
Kausani
Kausani is a scenic hill town in Uttarakhand, India, renowned for its panoramic Himalayan views and tranquil natural surroundings.
- 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: Angoram Triple: [Sepik River, majorSettlementOn, Angoram]
Generated description
Angoram is a town in Papua New Guinea known as an important river port and trading center in the Sepik River region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Angoram Target entity description: Angoram is a town in Papua New Guinea known as an important river port and trading center in the Sepik River region.
-
A.
Ngazargamu
Ngazargamu was the principal capital city of the Kanem-Bornu Empire in the Lake Chad region, serving as a major political and commercial center in precolonial West Africa.
-
B.
Evinayong
Evinayong is a town in mainland Equatorial Guinea that serves as an important local administrative and commercial center.
-
C.
Pastoria
Pastoria is the former king of the Land of Oz and the father of Princess Ozma in L. Frank Baum’s Oz series.
-
D.
Orbost
Orbost is a small rural town in East Gippsland, Victoria, Australia, known as a service centre for the surrounding farming and forestry region near the Snowy River.
-
E.
Kausani
Kausani is a scenic hill town in Uttarakhand, India, renowned for its panoramic Himalayan views and tranquil natural surroundings.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: majorSettlementOn Context triple: [Sepik River, majorSettlementOn, Angoram]
-
A.
mainSettlement
chosen
Indicates that one settlement serves as the primary or most important settlement associated with a given area, region, or administrative unit.
-
B.
majorCityObserved
Indicates that an observation or event has been recorded as occurring in, or being associated with, a major city.
-
C.
hasHumanSettlement
Indicates that a location or area contains or is the site of a human settlement, such as a town, village, or city.
-
D.
capitalOrMajorCenter
Indicates that a location serves as a capital city or a primary major center (political, economic, or cultural hub) for a larger region or entity.
-
E.
majorPopulationCenter
Indicates that a location functions as a primary hub of population concentration and activity within a region.
- 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_69b3453f759881909b91f01a1e82c036 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34ebe6fbc8190a89269b478b3f435 |
completed | March 12, 2026, 11:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5a8845e6081908bbf1aef2a2da754 |
completed | March 14, 2026, 6:27 p.m. |
| NEDg | Description generation | batch_69b5a8f374fc8190830286dfadc9bdbb |
completed | March 14, 2026, 6:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5a99c9310819084b973aecb1886fe |
completed | March 14, 2026, 6:31 p.m. |
| PD | Predicate disambiguation | batch_69b347f73e008190a908a48ef389945a |
completed | March 12, 2026, 11:10 p.m. |
Created at: March 12, 2026, 11:06 p.m.