Triple
T1322778
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Sulawesi languages |
E28256
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Toraja languages
The Toraja languages are a group of closely related Austronesian languages spoken primarily by the Toraja people in the highland regions of South Sulawesi, Indonesia.
|
E153924
|
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: Toraja languages | Statement: [South Sulawesi languages, hasSubgroup, Toraja languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toraja languages Context triple: [South Sulawesi languages, hasSubgroup, Toraja languages]
-
A.
Toraja-Saʼdan language
The Toraja-Saʼdan language is an Austronesian language spoken primarily by the Toraja people in the highland regions of South Sulawesi, Indonesia.
-
B.
Tanimbar languages
The Tanimbar languages are a subgroup of Austronesian languages spoken primarily in the Tanimbar Islands of eastern Indonesia.
-
C.
Bungku–Tolaki languages
The Bungku–Tolaki languages are a subgroup of Austronesian languages spoken primarily in southeastern Sulawesi, Indonesia, known for their shared phonological and grammatical features within the Celebic branch.
-
D.
Timor–Babar languages
The Timor–Babar languages are a subgroup of Austronesian languages spoken primarily on Timor and nearby islands in eastern Indonesia, noted for their complex phonologies and diverse grammatical structures.
-
E.
Taman languages
Taman languages are a small group of closely related Nilo-Saharan languages spoken primarily in eastern Chad and western Sudan.
- 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: Toraja languages Triple: [South Sulawesi languages, hasSubgroup, Toraja languages]
Generated description
The Toraja languages are a group of closely related Austronesian languages spoken primarily by the Toraja people in the highland regions of South Sulawesi, Indonesia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toraja languages Target entity description: The Toraja languages are a group of closely related Austronesian languages spoken primarily by the Toraja people in the highland regions of South Sulawesi, Indonesia.
-
A.
Toraja-Saʼdan language
chosen
The Toraja-Saʼdan language is an Austronesian language spoken primarily by the Toraja people in the highland regions of South Sulawesi, Indonesia.
-
B.
Tanimbar languages
The Tanimbar languages are a subgroup of Austronesian languages spoken primarily in the Tanimbar Islands of eastern Indonesia.
-
C.
Bungku–Tolaki languages
The Bungku–Tolaki languages are a subgroup of Austronesian languages spoken primarily in southeastern Sulawesi, Indonesia, known for their shared phonological and grammatical features within the Celebic branch.
-
D.
Timor–Babar languages
The Timor–Babar languages are a subgroup of Austronesian languages spoken primarily on Timor and nearby islands in eastern Indonesia, noted for their complex phonologies and diverse grammatical structures.
-
E.
Taman languages
Taman languages are a small group of closely related Nilo-Saharan languages spoken primarily in eastern Chad and western Sudan.
- 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_69a498540a2481909e807a762280d3ba |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c19b76b48190aa8857b80971a842 |
completed | March 1, 2026, 10:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acd47471108190b01121b384d871aa |
completed | March 8, 2026, 1:44 a.m. |
| NEDg | Description generation | batch_69acd6314f488190a56451fae95f863c |
completed | March 8, 2026, 1:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acd68afe10819081bb5991fb007da9 |
completed | March 8, 2026, 1:53 a.m. |
Created at: March 1, 2026, 7:55 p.m.