Triple
T11166804
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bantoid |
E264179
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
Cross-River languages
Cross-River languages are a branch of Benue–Congo languages spoken primarily in southeastern Nigeria, known for their considerable diversity and complex noun class systems.
|
E909681
|
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: Cross-River languages | Statement: [Bantoid, relatedTo, Cross-River languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cross-River languages Context triple: [Bantoid, relatedTo, Cross-River languages]
-
A.
Binanderean languages
The Binanderean languages are a subgroup of Papuan languages spoken primarily in southeastern Papua New Guinea, known for their close genetic relationship and shared grammatical features.
-
B.
Ubangian languages
The Ubangian languages are a group of closely related languages spoken primarily in the Central African Republic and surrounding regions, often considered a branch of the Niger–Congo or an independent language family.
-
C.
Torres–Bismarck languages
The Torres–Bismarck languages are a subgroup of Oceanic Austronesian languages spoken in the Torres Islands and Bismarck Archipelago region of the southwest Pacific.
-
D.
Chumashan languages
The Chumashan languages are a small family of closely related, now mostly extinct Native American languages once spoken along the central and southern California coast by the Chumash people.
-
E.
Tamangic languages
Tamangic languages are a subgroup of the Tibeto-Burman language family spoken primarily by Tamang and related ethnic communities in Nepal and surrounding Himalayan regions.
- 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: Cross-River languages Triple: [Bantoid, relatedTo, Cross-River languages]
Generated description
Cross-River languages are a branch of Benue–Congo languages spoken primarily in southeastern Nigeria, known for their considerable diversity and complex noun class systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cross-River languages Target entity description: Cross-River languages are a branch of Benue–Congo languages spoken primarily in southeastern Nigeria, known for their considerable diversity and complex noun class systems.
-
A.
Binanderean languages
The Binanderean languages are a subgroup of Papuan languages spoken primarily in southeastern Papua New Guinea, known for their close genetic relationship and shared grammatical features.
-
B.
Ubangian languages
The Ubangian languages are a group of closely related languages spoken primarily in the Central African Republic and surrounding regions, often considered a branch of the Niger–Congo or an independent language family.
-
C.
Torres–Bismarck languages
The Torres–Bismarck languages are a subgroup of Oceanic Austronesian languages spoken in the Torres Islands and Bismarck Archipelago region of the southwest Pacific.
-
D.
Chumashan languages
The Chumashan languages are a small family of closely related, now mostly extinct Native American languages once spoken along the central and southern California coast by the Chumash people.
-
E.
Tamangic languages
Tamangic languages are a subgroup of the Tibeto-Burman language family spoken primarily by Tamang and related ethnic communities in Nepal and surrounding Himalayan regions.
- 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_69e483747ba88190aa6ef9df2545b18b |
completed | April 19, 2026, 7:25 a.m. |
| NEDg | Description generation | batch_69e485f46f0c81908dbe5b47322ab7b7 |
completed | April 19, 2026, 7:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4878dd95c81908ceaf91ee46f49c1 |
completed | April 19, 2026, 7:43 a.m. |
Created at: April 8, 2026, 9:29 p.m.