Triple
T11093501
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bongo–Bagirmi languages |
E262314
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Sara–Bagirmi languages
The Sara–Bagirmi languages are a group of closely related Central Sudanic languages spoken primarily in Chad and neighboring regions of Central Africa.
|
E904325
|
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: Sara–Bagirmi languages | Statement: [Bongo–Bagirmi languages, hasSubgroup, Sara–Bagirmi languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sara–Bagirmi languages Context triple: [Bongo–Bagirmi languages, hasSubgroup, Sara–Bagirmi languages]
-
A.
Shastan languages
Shastan languages are a small family of closely related Native American languages historically spoken in northern California and southern Oregon.
-
B.
Pashayi languages
The Pashayi languages are a small group of closely related Indo-Aryan languages spoken primarily by ethnic Pashayi communities in eastern Afghanistan.
-
C.
Pamir languages
The Pamir languages are a group of Eastern Iranian languages spoken primarily in the mountainous Pamir region of Tajikistan, Afghanistan, and surrounding areas.
-
D.
Murutic languages
The Murutic languages are a group of closely related Austronesian languages spoken primarily by the Murut and neighboring indigenous communities in northern Borneo, especially in Sabah, Malaysia.
-
E.
Karkar-Yuri languages
The Karkar-Yuri languages are a small group of closely related Papuan languages spoken primarily on Karkar Island and nearby areas of Papua New Guinea.
- 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: Sara–Bagirmi languages Triple: [Bongo–Bagirmi languages, hasSubgroup, Sara–Bagirmi languages]
Generated description
The Sara–Bagirmi languages are a group of closely related Central Sudanic languages spoken primarily in Chad and neighboring regions of Central Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sara–Bagirmi languages Target entity description: The Sara–Bagirmi languages are a group of closely related Central Sudanic languages spoken primarily in Chad and neighboring regions of Central Africa.
-
A.
Shastan languages
Shastan languages are a small family of closely related Native American languages historically spoken in northern California and southern Oregon.
-
B.
Pashayi languages
The Pashayi languages are a small group of closely related Indo-Aryan languages spoken primarily by ethnic Pashayi communities in eastern Afghanistan.
-
C.
Pamir languages
The Pamir languages are a group of Eastern Iranian languages spoken primarily in the mountainous Pamir region of Tajikistan, Afghanistan, and surrounding areas.
-
D.
Murutic languages
The Murutic languages are a group of closely related Austronesian languages spoken primarily by the Murut and neighboring indigenous communities in northern Borneo, especially in Sabah, Malaysia.
-
E.
Karkar-Yuri languages
The Karkar-Yuri languages are a small group of closely related Papuan languages spoken primarily on Karkar Island and nearby areas of Papua New Guinea.
- 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_69d6aa9a40d88190a373e2c7e48285db |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d799ed12d88190a4ad8c346d68f11f |
completed | April 9, 2026, 12:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3e7d3043c8190bdbe0ec51992db0c |
completed | April 18, 2026, 8:21 p.m. |
| NEDg | Description generation | batch_69e3f2cbb4708190a328cff473104d14 |
completed | April 18, 2026, 9:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e3f497a01881909d1dae70a02e5f97 |
completed | April 18, 2026, 9:16 p.m. |
Created at: April 8, 2026, 9:27 p.m.