Triple
T21607502
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Papuan Tip language |
E533214
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Toura language (Central Papuan Tip)
The Toura language (Central Papuan Tip) is a Papuan language spoken in the Central Papuan Tip region of Papua New Guinea, belonging to the broader Central Papuan Tip language family.
|
E533214
|
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: Toura language (Central Papuan Tip) | Statement: [Central Papuan Tip language, hasMember, Toura language (Central Papuan Tip)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toura language (Central Papuan Tip) Context triple: [Central Papuan Tip language, hasMember, Toura language (Central Papuan Tip)]
-
A.
Central Papuan Tip language
A Central Papuan Tip language is a member of a group of related Papuan languages spoken in the southeastern tip of Papua New Guinea.
-
B.
Papuan Tip languages
Papuan Tip languages are a subgroup of Oceanic languages spoken primarily in the southeastern region of Papua New Guinea and nearby islands.
-
C.
Papuan Tip English Creole
Papuan Tip English Creole is an English-based creole language spoken in the southeastern region of Papua New Guinea, serving as a lingua franca among diverse local communities.
-
D.
Tanimbar languages
The Tanimbar languages are a subgroup of Austronesian languages spoken primarily in the Tanimbar Islands of eastern Indonesia.
-
E.
Talaud language
The Talaud language is an Austronesian language spoken by the indigenous population of the Talaud Islands in North Sulawesi, Indonesia.
- 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: Toura language (Central Papuan Tip) Triple: [Central Papuan Tip language, hasMember, Toura language (Central Papuan Tip)]
Generated description
The Toura language (Central Papuan Tip) is a Papuan language spoken in the Central Papuan Tip region of Papua New Guinea, belonging to the broader Central Papuan Tip language family.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toura language (Central Papuan Tip) Target entity description: The Toura language (Central Papuan Tip) is a Papuan language spoken in the Central Papuan Tip region of Papua New Guinea, belonging to the broader Central Papuan Tip language family.
-
A.
Central Papuan Tip language
chosen
A Central Papuan Tip language is a member of a group of related Papuan languages spoken in the southeastern tip of Papua New Guinea.
-
B.
Papuan Tip languages
Papuan Tip languages are a subgroup of Oceanic languages spoken primarily in the southeastern region of Papua New Guinea and nearby islands.
-
C.
Papuan Tip English Creole
Papuan Tip English Creole is an English-based creole language spoken in the southeastern region of Papua New Guinea, serving as a lingua franca among diverse local communities.
-
D.
Tanimbar languages
The Tanimbar languages are a subgroup of Austronesian languages spoken primarily in the Tanimbar Islands of eastern Indonesia.
-
E.
Talaud language
The Talaud language is an Austronesian language spoken by the indigenous population of the Talaud Islands in North Sulawesi, Indonesia.
- F. None of above.
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_69e0c46364608190a337dc8720dc2a35 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ef17e6378881908678dc903b8ba6ac |
completed | April 27, 2026, 8:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09fd388c7481909af764ab8359924d |
completed | May 17, 2026, 5:39 p.m. |
| NEDg | Description generation | batch_6a09fdf8a3f08190b3e1cf046920584d |
completed | May 17, 2026, 5:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09fe7982748190ab3f61e7c2dc32ae |
completed | May 17, 2026, 5:44 p.m. |
Created at: April 16, 2026, 6:33 p.m.