Triple
T3991539
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bulu language |
E87000
|
entity |
| Predicate | subgroup |
P10
|
FINISHED |
| Object |
Beti–Pahuin languages
The Beti–Pahuin languages are a closely related cluster of Bantu languages spoken primarily in Cameroon, Equatorial Guinea, and Gabon by Beti-Pahuin ethnic groups.
|
E407094
|
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: Beti–Pahuin languages | Statement: [Bulu language, subgroup, Beti–Pahuin languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beti–Pahuin languages Context triple: [Bulu language, subgroup, Beti–Pahuin languages]
-
A.
Pomoan languages
The Pomoan languages are a group of closely related Indigenous languages traditionally spoken by the Pomo peoples of northern California.
-
B.
Muna–Buton languages
The Muna–Buton languages are a subgroup of Austronesian languages spoken primarily in southeastern Sulawesi and nearby islands in Indonesia.
-
C.
Palawano languages
The Palawano languages are a group of closely related Austronesian languages spoken primarily by the Palawano people on the island of Palawan in the Philippines.
-
D.
Tebu languages
The Tebu languages are a group of closely related Saharan languages spoken primarily by the Tebu people across parts of Chad, Niger, and Libya.
-
E.
Manobo languages
The Manobo languages are a group of closely related Austronesian languages spoken primarily by various Manobo ethnic groups in Mindanao in the southern Philippines.
- 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: Beti–Pahuin languages Triple: [Bulu language, subgroup, Beti–Pahuin languages]
Generated description
The Beti–Pahuin languages are a closely related cluster of Bantu languages spoken primarily in Cameroon, Equatorial Guinea, and Gabon by Beti-Pahuin ethnic groups.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beti–Pahuin languages Target entity description: The Beti–Pahuin languages are a closely related cluster of Bantu languages spoken primarily in Cameroon, Equatorial Guinea, and Gabon by Beti-Pahuin ethnic groups.
-
A.
Pomoan languages
The Pomoan languages are a group of closely related Indigenous languages traditionally spoken by the Pomo peoples of northern California.
-
B.
Muna–Buton languages
The Muna–Buton languages are a subgroup of Austronesian languages spoken primarily in southeastern Sulawesi and nearby islands in Indonesia.
-
C.
Palawano languages
The Palawano languages are a group of closely related Austronesian languages spoken primarily by the Palawano people on the island of Palawan in the Philippines.
-
D.
Tebu languages
The Tebu languages are a group of closely related Saharan languages spoken primarily by the Tebu people across parts of Chad, Niger, and Libya.
-
E.
Manobo languages
The Manobo languages are a group of closely related Austronesian languages spoken primarily by various Manobo ethnic groups in Mindanao in the southern Philippines.
- 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_69aed94118148190975e6aa4e554cde9 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefa02ed6881908e31d342413fed26 |
completed | March 9, 2026, 4:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b54c50f348819090ebfd8b5192c819 |
completed | March 14, 2026, 11:53 a.m. |
| NEDg | Description generation | batch_69b550142cb88190b797ea327cff136e |
completed | March 14, 2026, 12:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5507641408190ab3407faf0aee807 |
completed | March 14, 2026, 12:11 p.m. |
Created at: March 9, 2026, 3:33 p.m.