Triple
T6523598
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Trans–New Guinea languages |
E151246
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Engan languages
The Engan languages are a group of closely related Papuan languages spoken primarily in the highlands of Papua New Guinea, known for their large speaker populations and significance within the Trans–New Guinea language family.
|
E602079
|
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: Engan languages | Statement: [Trans–New Guinea languages, hasSubgroup, Engan languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Engan languages Context triple: [Trans–New Guinea languages, hasSubgroup, Engan languages]
-
A.
Zenati languages
The Zenati languages are a branch of the Berber language family spoken primarily in North Africa, especially across parts of Algeria, Morocco, and Tunisia.
-
B.
Algic languages
Algic languages are a Native North American language family that includes the widespread Algonquian branch along with a few closely related but more geographically restricted languages.
-
C.
Badaic languages
Badaic languages are a subgroup of the Austronesian language family spoken in central Sulawesi, Indonesia, known for their close relationship to other Celebic languages.
-
D.
Dargic languages
Dargic languages are a group of closely related Northeast Caucasian languages spoken primarily in the Republic of Dagestan in the North Caucasus region of Russia.
-
E.
Godoberi language
The Godoberi language is a Northeast Caucasian (Nakh-Daghestanian) language spoken by the Godoberi people in the Republic of Dagestan, Russia.
- 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: Engan languages Triple: [Trans–New Guinea languages, hasSubgroup, Engan languages]
Generated description
The Engan languages are a group of closely related Papuan languages spoken primarily in the highlands of Papua New Guinea, known for their large speaker populations and significance within the Trans–New Guinea language family.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Engan languages Target entity description: The Engan languages are a group of closely related Papuan languages spoken primarily in the highlands of Papua New Guinea, known for their large speaker populations and significance within the Trans–New Guinea language family.
-
A.
Zenati languages
The Zenati languages are a branch of the Berber language family spoken primarily in North Africa, especially across parts of Algeria, Morocco, and Tunisia.
-
B.
Algic languages
Algic languages are a Native North American language family that includes the widespread Algonquian branch along with a few closely related but more geographically restricted languages.
-
C.
Badaic languages
Badaic languages are a subgroup of the Austronesian language family spoken in central Sulawesi, Indonesia, known for their close relationship to other Celebic languages.
-
D.
Dargic languages
Dargic languages are a group of closely related Northeast Caucasian languages spoken primarily in the Republic of Dagestan in the North Caucasus region of Russia.
-
E.
Godoberi language
The Godoberi language is a Northeast Caucasian (Nakh-Daghestanian) language spoken by the Godoberi people in the Republic of Dagestan, Russia.
- 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_69c687f522748190b3058405553cdabd |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6ad970afc81909d3231203eacf413 |
completed | March 27, 2026, 4:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6cb74dfac81908eb44811869450ae |
completed | March 27, 2026, 6:24 p.m. |
| NEDg | Description generation | batch_69c6cd049fac81908c955caa0ccac5ba |
completed | March 27, 2026, 6:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6ce00096c8190a3015bcd392e0ce4 |
completed | March 27, 2026, 6:35 p.m. |
Created at: March 27, 2026, 1:45 p.m.