Triple
T1614109
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sama–Bajaw languages subgroup |
E34674
|
entity |
| Predicate | hasNotableLanguage |
P7390
|
FINISHED |
| Object |
Central Sama
Central Sama is an Austronesian language spoken by the Sama people of the southern Philippines and nearby regions, known for its role within the Sama–Bajaw language group.
|
E183454
|
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: Central Sama | Statement: [Sama–Bajaw languages subgroup, hasNotableLanguage, Central Sama]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Central Sama Context triple: [Sama–Bajaw languages subgroup, hasNotableLanguage, Central Sama]
-
A.
Central Banda
Central Banda is a group of closely related Ubangian languages spoken primarily in the Central African Republic and neighboring regions.
-
B.
Kuanua
Kuanua is an Austronesian language spoken primarily by the Tolai people of East New Britain in Papua New Guinea.
-
C.
Nembe
Nembe is an Ijaw subgroup and town in Bayelsa State, Nigeria, known historically as a coastal trading center in the Niger Delta.
-
D.
Olosega
Olosega is a small volcanic island in the Manuʻa group of American Samoa, known for its dramatic cliffs, lush vegetation, and connection by bridge to the neighboring island of Ofu.
-
E.
Sgonico
Sgonico is a small municipality in northeastern Italy, situated on the Karst Plateau near Trieste and known for its natural caves and rural landscape.
- 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: Central Sama Triple: [Sama–Bajaw languages subgroup, hasNotableLanguage, Central Sama]
Generated description
Central Sama is an Austronesian language spoken by the Sama people of the southern Philippines and nearby regions, known for its role within the Sama–Bajaw language group.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Central Sama Target entity description: Central Sama is an Austronesian language spoken by the Sama people of the southern Philippines and nearby regions, known for its role within the Sama–Bajaw language group.
-
A.
Central Banda
Central Banda is a group of closely related Ubangian languages spoken primarily in the Central African Republic and neighboring regions.
-
B.
Kuanua
Kuanua is an Austronesian language spoken primarily by the Tolai people of East New Britain in Papua New Guinea.
-
C.
Nembe
Nembe is an Ijaw subgroup and town in Bayelsa State, Nigeria, known historically as a coastal trading center in the Niger Delta.
-
D.
Olosega
Olosega is a small volcanic island in the Manuʻa group of American Samoa, known for its dramatic cliffs, lush vegetation, and connection by bridge to the neighboring island of Ofu.
-
E.
Sgonico
Sgonico is a small municipality in northeastern Italy, situated on the Karst Plateau near Trieste and known for its natural caves and rural landscape.
- 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_69a885ffc5ec819091afa325d5f9611c |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a9098f384c81909ef836ee779466e2 |
completed | March 5, 2026, 4:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad51ca2bc48190abb83f4d84782334 |
completed | March 8, 2026, 10:39 a.m. |
| NEDg | Description generation | batch_69ad55d41c048190a2d85dc19bc56242 |
completed | March 8, 2026, 10:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad564aed808190a58dbf3a84780255 |
completed | March 8, 2026, 10:58 a.m. |
Created at: March 4, 2026, 7:28 p.m.