Triple
T7823224
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Halmahera–West New Guinea languages |
E181181
|
entity |
| Predicate | arealAssociation |
P12445
|
FINISHED |
| Object |
Halmahera–New Guinea contact zone
The Halmahera–New Guinea contact zone is a linguistically diverse region in eastern Indonesia and western New Guinea where extensive interaction between Austronesian and Papuan languages has produced complex patterns of diffusion and convergence.
|
E695193
|
NE FINISHED |
How this triple was built (4 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: Halmahera–New Guinea contact zone | Statement: [South Halmahera–West New Guinea languages, arealAssociation, Halmahera–New Guinea contact zone]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Halmahera–New Guinea contact zone Context triple: [South Halmahera–West New Guinea languages, arealAssociation, Halmahera–New Guinea contact zone]
-
A.
Papuan Tip and North New Guinea contact area
The Papuan Tip and North New Guinea contact area is a linguistically diverse region of Papua New Guinea where Oceanic and Papuan languages have long interacted, leading to extensive contact-induced change and complex language relationships.
-
B.
Timor–Alor–Pantar area
The Timor–Alor–Pantar area is a linguistically diverse region in eastern Indonesia and Timor-Leste known for its complex mix of Papuan and Austronesian languages and significant language contact.
-
C.
Wallacea
Wallacea is a biogeographical region in Indonesia characterized by a unique mix of Asian and Australasian flora and fauna separated from both continents by deep-water straits.
-
D.
Papuan Islands
The Papuan Islands are a group of islands off the western coast of New Guinea in Indonesia, known for their rich tropical biodiversity and distinctive birdlife.
-
E.
German New Guinea
German New Guinea was a former German colonial territory in the western Pacific, encompassing parts of present-day Papua New Guinea and several nearby island groups, that existed from the late 19th century until World War I.
- 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: Halmahera–New Guinea contact zone Triple: [South Halmahera–West New Guinea languages, arealAssociation, Halmahera–New Guinea contact zone]
Generated description
The Halmahera–New Guinea contact zone is a linguistically diverse region in eastern Indonesia and western New Guinea where extensive interaction between Austronesian and Papuan languages has produced complex patterns of diffusion and convergence.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Halmahera–New Guinea contact zone Target entity description: The Halmahera–New Guinea contact zone is a linguistically diverse region in eastern Indonesia and western New Guinea where extensive interaction between Austronesian and Papuan languages has produced complex patterns of diffusion and convergence.
-
A.
Papuan Tip and North New Guinea contact area
The Papuan Tip and North New Guinea contact area is a linguistically diverse region of Papua New Guinea where Oceanic and Papuan languages have long interacted, leading to extensive contact-induced change and complex language relationships.
-
B.
Timor–Alor–Pantar area
The Timor–Alor–Pantar area is a linguistically diverse region in eastern Indonesia and Timor-Leste known for its complex mix of Papuan and Austronesian languages and significant language contact.
-
C.
Wallacea
Wallacea is a biogeographical region in Indonesia characterized by a unique mix of Asian and Australasian flora and fauna separated from both continents by deep-water straits.
-
D.
Papuan Islands
The Papuan Islands are a group of islands off the western coast of New Guinea in Indonesia, known for their rich tropical biodiversity and distinctive birdlife.
-
E.
German New Guinea
German New Guinea was a former German colonial territory in the western Pacific, encompassing parts of present-day Papua New Guinea and several nearby island groups, that existed from the late 19th century until World War I.
- F. None of above. chosen
Provenance (5 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_69ca8282ccec819083c48efb72d21cf9 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cafa095d7081908b3e492ce58b5d5f |
completed | March 30, 2026, 10:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb14a526cc8190a8b1a3179f75ad6c |
completed | March 31, 2026, 12:26 a.m. |
| NEDg | Description generation | batch_69cb1734159881909590ed51e8920387 |
completed | March 31, 2026, 12:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cb1a6fc16c8190827593f58b9d742d |
completed | March 31, 2026, 12:50 a.m. |
Created at: March 30, 2026, 4:42 p.m.