Triple

T1614110
Position Surface form Disambiguated ID Type / Status
Subject Sama–Bajaw languages subgroup E34674 entity
Predicate hasNotableLanguage P7390 FINISHED
Object Southern Sama
Southern Sama is an Austronesian language spoken by the Sama-Bajau people in the southern Philippines, particularly in the Sulu Archipelago and nearby coastal areas.
E183455 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: Southern Sama | Statement: [Sama–Bajaw languages subgroup, hasNotableLanguage, Southern Sama]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Southern Sama
Context triple: [Sama–Bajaw languages subgroup, hasNotableLanguage, Southern Sama]
  • A. Southern Gondi
    Southern Gondi is a major Dravidian language variety spoken by the Gondi people in central India, distinguished from other Gondi dialects by its own phonological and lexical features.
  • B. Southern Bantoid
    Southern Bantoid is a major branch of the Bantoid languages that includes the large Bantu language family spoken across much of sub-Saharan Africa.
  • C. Southern Pomo
    Southern Pomo is a Native American people indigenous to what is now Northern California, traditionally inhabiting areas around the Russian River and nearby coastal regions.
  • D. Gullah
    Gullah is an English-based creole language and culture of African-descended communities in the coastal Lowcountry and Sea Islands of the southeastern United States, known for preserving strong African linguistic and cultural influences.
  • E. Sranan
    Sranan is an English- and Dutch-influenced creole language spoken primarily in Suriname.
  • 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: Southern Sama
Triple: [Sama–Bajaw languages subgroup, hasNotableLanguage, Southern Sama]
Generated description
Southern Sama is an Austronesian language spoken by the Sama-Bajau people in the southern Philippines, particularly in the Sulu Archipelago and nearby coastal areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Southern Sama
Target entity description: Southern Sama is an Austronesian language spoken by the Sama-Bajau people in the southern Philippines, particularly in the Sulu Archipelago and nearby coastal areas.
  • A. Southern Gondi
    Southern Gondi is a major Dravidian language variety spoken by the Gondi people in central India, distinguished from other Gondi dialects by its own phonological and lexical features.
  • B. Southern Bantoid
    Southern Bantoid is a major branch of the Bantoid languages that includes the large Bantu language family spoken across much of sub-Saharan Africa.
  • C. Southern Pomo
    Southern Pomo is a Native American people indigenous to what is now Northern California, traditionally inhabiting areas around the Russian River and nearby coastal regions.
  • D. Gullah
    Gullah is an English-based creole language and culture of African-descended communities in the coastal Lowcountry and Sea Islands of the southeastern United States, known for preserving strong African linguistic and cultural influences.
  • E. Sranan
    Sranan is an English- and Dutch-influenced creole language spoken primarily in Suriname.
  • 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.