Triple
T13145600
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Eastern Highlands Province |
E312326
|
entity |
| Predicate | hasLanguage |
P15
|
FINISHED |
| Object |
Asaro languages
The Asaro languages are a group of closely related Papuan languages spoken by indigenous communities in the Asaro region of Papua New Guinea’s Eastern Highlands.
|
E1024282
|
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: Asaro languages | Statement: [Eastern Highlands Province, hasLanguage, Asaro languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Asaro languages Context triple: [Eastern Highlands Province, hasLanguage, Asaro languages]
-
A.
Aeta languages
The Aeta languages are a group of closely related Austronesian languages spoken by the indigenous Aeta (Negrito) communities in various regions of the Philippines.
-
B.
Arosi language
The Arosi language is an Oceanic language spoken primarily on Makira Island in the Solomon Islands.
-
C.
Nunusaku languages
The Nunusaku languages are a subgroup of Austronesian languages spoken in the central Maluku region of eastern Indonesia, characterized by shared phonological and grammatical features that distinguish them from neighboring language groups.
-
D.
Arikém languages
The Arikém languages are a small branch of the Tupian language family spoken by Indigenous communities in the Amazon region of Brazil.
-
E.
Malakula languages
The Malakula languages are a diverse group of Oceanic languages spoken on Malakula Island in Vanuatu, known for their high linguistic diversity and complex phonological and grammatical systems.
- 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: Asaro languages Triple: [Eastern Highlands Province, hasLanguage, Asaro languages]
Generated description
The Asaro languages are a group of closely related Papuan languages spoken by indigenous communities in the Asaro region of Papua New Guinea’s Eastern Highlands.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Asaro languages Target entity description: The Asaro languages are a group of closely related Papuan languages spoken by indigenous communities in the Asaro region of Papua New Guinea’s Eastern Highlands.
-
A.
Aeta languages
The Aeta languages are a group of closely related Austronesian languages spoken by the indigenous Aeta (Negrito) communities in various regions of the Philippines.
-
B.
Arosi language
The Arosi language is an Oceanic language spoken primarily on Makira Island in the Solomon Islands.
-
C.
Nunusaku languages
The Nunusaku languages are a subgroup of Austronesian languages spoken in the central Maluku region of eastern Indonesia, characterized by shared phonological and grammatical features that distinguish them from neighboring language groups.
-
D.
Arikém languages
The Arikém languages are a small branch of the Tupian language family spoken by Indigenous communities in the Amazon region of Brazil.
-
E.
Malakula languages
The Malakula languages are a diverse group of Oceanic languages spoken on Malakula Island in Vanuatu, known for their high linguistic diversity and complex phonological and grammatical systems.
- 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_69d806aabde48190899e13e41659cae5 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98bcf6d0c819081d078f33e4bdedc |
completed | April 10, 2026, 11:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6eae675508190991ce5902768c45a |
completed | May 3, 2026, 6:27 a.m. |
| NEDg | Description generation | batch_69f6ebb1cd208190970ad8c21e852d93 |
completed | May 3, 2026, 6:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6ec48035881909342b57c061a22a9 |
completed | May 3, 2026, 6:33 a.m. |
Created at: April 9, 2026, 9:10 p.m.