Triple
T13114411
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arapesh society |
E311056
|
entity |
| Predicate | languageSpoken |
P151
|
FINISHED |
| Object |
Arapesh languages
The Arapesh languages are a group of closely related Papuan languages spoken by the Arapesh people of northern Papua New Guinea, known for their complex gender systems and rich ethnolinguistic traditions.
|
E1023490
|
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: Arapesh languages | Statement: [Arapesh society, languageSpoken, Arapesh languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arapesh languages Context triple: [Arapesh society, languageSpoken, Arapesh languages]
-
A.
Thura-Yura languages
Thura-Yura languages are a group of closely related Australian Aboriginal languages traditionally spoken in parts of South Australia.
-
B.
Misumalpan languages
The Misumalpan languages are a small family of indigenous languages spoken primarily along the Atlantic coast of Nicaragua and neighboring regions of Central America.
-
C.
Mosetenan languages
The Mosetenan languages are a small indigenous language family of Bolivia spoken primarily by the Tsimané and closely related groups in the Amazonian foothills.
-
D.
Pama languages
The Pama languages are a major subgroup of Australian Aboriginal languages spoken across northern Australia, forming part of the broader Pama–Nyungan language family.
-
E.
Chimakuan languages
The Chimakuan languages are a small family of now-extinct Indigenous languages once spoken in the Pacific Northwest of North America, particularly on the Olympic Peninsula in Washington State.
- 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: Arapesh languages Triple: [Arapesh society, languageSpoken, Arapesh languages]
Generated description
The Arapesh languages are a group of closely related Papuan languages spoken by the Arapesh people of northern Papua New Guinea, known for their complex gender systems and rich ethnolinguistic traditions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arapesh languages Target entity description: The Arapesh languages are a group of closely related Papuan languages spoken by the Arapesh people of northern Papua New Guinea, known for their complex gender systems and rich ethnolinguistic traditions.
-
A.
Thura-Yura languages
Thura-Yura languages are a group of closely related Australian Aboriginal languages traditionally spoken in parts of South Australia.
-
B.
Misumalpan languages
The Misumalpan languages are a small family of indigenous languages spoken primarily along the Atlantic coast of Nicaragua and neighboring regions of Central America.
-
C.
Mosetenan languages
The Mosetenan languages are a small indigenous language family of Bolivia spoken primarily by the Tsimané and closely related groups in the Amazonian foothills.
-
D.
Pama languages
The Pama languages are a major subgroup of Australian Aboriginal languages spoken across northern Australia, forming part of the broader Pama–Nyungan language family.
-
E.
Chimakuan languages
The Chimakuan languages are a small family of now-extinct Indigenous languages once spoken in the Pacific Northwest of North America, particularly on the Olympic Peninsula in Washington State.
- 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_69d806a872d08190a329806f8ff30df4 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98180b6ac8190ae5a1f7c1480bd54 |
completed | April 10, 2026, 11:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6eadcd7048190aa740262679e5bab |
completed | May 3, 2026, 6:27 a.m. |
| NEDg | Description generation | batch_69f6ec25ab3081908bff1f384f6c6083 |
completed | May 3, 2026, 6:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6ecc8f4e88190aac8ff2b24f2c78b |
completed | May 3, 2026, 6:35 a.m. |
Created at: April 9, 2026, 9:06 p.m.