Triple
T11166816
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bantoid |
E264179
|
entity |
| Predicate | hasProtoLanguage |
P2179
|
FINISHED |
| Object |
Proto-Bantoid (hypothesized)
Proto-Bantoid (hypothesized) is the reconstructed ancestral language from which the Bantoid branch of the Niger-Congo language family is believed to have descended.
|
E908713
|
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: Proto-Bantoid (hypothesized) | Statement: [Bantoid, hasProtoLanguage, Proto-Bantoid (hypothesized)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Proto-Bantoid (hypothesized) Context triple: [Bantoid, hasProtoLanguage, Proto-Bantoid (hypothesized)]
-
A.
Proto-Bantu
Proto-Bantu is the reconstructed common ancestor of the Bantu language family, hypothesized through comparative linguistic methods to represent their original phonology, grammar, and core vocabulary.
-
B.
Proto-Corachol
Proto-Corachol is the reconstructed ancestral language from which the modern Corachol languages, including those related to the Huichol people, are derived.
-
C.
Bantoid languages
The Bantoid languages are a major branch of the Niger-Congo language family that includes the widespread Bantu languages spoken across much of sub-Saharan Africa.
-
D.
Proto-Celebic language
Proto-Celebic language is a reconstructed ancestral Austronesian language that gave rise to the Celebic subgroup of languages spoken primarily on the island of Sulawesi in Indonesia.
-
E.
Proto-Palaungic
Proto-Palaungic is the reconstructed ancestral language from which the modern Palaungic languages of Mainland Southeast Asia are derived.
- 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: Proto-Bantoid (hypothesized) Triple: [Bantoid, hasProtoLanguage, Proto-Bantoid (hypothesized)]
Generated description
Proto-Bantoid (hypothesized) is the reconstructed ancestral language from which the Bantoid branch of the Niger-Congo language family is believed to have descended.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Proto-Bantoid (hypothesized) Target entity description: Proto-Bantoid (hypothesized) is the reconstructed ancestral language from which the Bantoid branch of the Niger-Congo language family is believed to have descended.
-
A.
Proto-Bantu
Proto-Bantu is the reconstructed common ancestor of the Bantu language family, hypothesized through comparative linguistic methods to represent their original phonology, grammar, and core vocabulary.
-
B.
Proto-Corachol
Proto-Corachol is the reconstructed ancestral language from which the modern Corachol languages, including those related to the Huichol people, are derived.
-
C.
Bantoid languages
The Bantoid languages are a major branch of the Niger-Congo language family that includes the widespread Bantu languages spoken across much of sub-Saharan Africa.
-
D.
Proto-Celebic language
Proto-Celebic language is a reconstructed ancestral Austronesian language that gave rise to the Celebic subgroup of languages spoken primarily on the island of Sulawesi in Indonesia.
-
E.
Proto-Palaungic
Proto-Palaungic is the reconstructed ancestral language from which the modern Palaungic languages of Mainland Southeast Asia are derived.
- 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_69d6aa9dafac8190bd90d2c74f661aa7 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e88843cc81909e503f0921c6d297 |
completed | April 9, 2026, 5:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e463945e40819087c6bdbc322a6d54 |
completed | April 19, 2026, 5:09 a.m. |
| NEDg | Description generation | batch_69e46c37efec81908aa709587c37569d |
completed | April 19, 2026, 5:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e47292cdd08190b05c4c8b09f4f918 |
completed | April 19, 2026, 6:13 a.m. |
Created at: April 8, 2026, 9:29 p.m.