Triple

T11229080
Position Surface form Disambiguated ID Type / Status
Subject Lakkia–Biao languages E265771 entity
Predicate hasAlternativeName P39 FINISHED
Object Lakkia–Biao branch
The Lakkia–Biao branch is a subgroup of related languages within the Kam–Sui (Kra–Dai) language family spoken by minority communities in southern China.
E912579 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: Lakkia–Biao branch | Statement: [Lakkia–Biao languages, hasAlternativeName, Lakkia–Biao branch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lakkia–Biao branch
Context triple: [Lakkia–Biao languages, hasAlternativeName, Lakkia–Biao branch]
  • A. Kota–Toda branch
    The Kota–Toda branch is a subgroup of the Southern Dravidian languages comprising the closely related and geographically proximate tribal languages Kota and Toda spoken in the Nilgiri Hills of South India.
  • B. Honshi-Bisan Line
    The Honshi-Bisan Line is a railway line in Japan that forms the rail link across the Seto Inland Sea between Honshu and Shikoku, running over the Seto Ohashi Bridge system.
  • C. Kunama branch
    The Kunama branch is a small linguistic subgroup within the Nilo-Saharan language family, encompassing the Kunama language spoken primarily in western Eritrea and adjacent regions of Ethiopia.
  • D. Iida Line
    The Iida Line is a regional railway line in central Japan operated by JR Central, running through mountainous areas of Aichi, Nagano, and Shizuoka Prefectures and connecting various local communities.
  • E. Pangrango Line
    The Pangrango Line is a passenger railway route in West Java, Indonesia, connecting Bogor with Sukabumi and serving as an important regional commuter and intercity link.
  • 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: Lakkia–Biao branch
Triple: [Lakkia–Biao languages, hasAlternativeName, Lakkia–Biao branch]
Generated description
The Lakkia–Biao branch is a subgroup of related languages within the Kam–Sui (Kra–Dai) language family spoken by minority communities in southern China.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lakkia–Biao branch
Target entity description: The Lakkia–Biao branch is a subgroup of related languages within the Kam–Sui (Kra–Dai) language family spoken by minority communities in southern China.
  • A. Kota–Toda branch
    The Kota–Toda branch is a subgroup of the Southern Dravidian languages comprising the closely related and geographically proximate tribal languages Kota and Toda spoken in the Nilgiri Hills of South India.
  • B. Honshi-Bisan Line
    The Honshi-Bisan Line is a railway line in Japan that forms the rail link across the Seto Inland Sea between Honshu and Shikoku, running over the Seto Ohashi Bridge system.
  • C. Kunama branch
    The Kunama branch is a small linguistic subgroup within the Nilo-Saharan language family, encompassing the Kunama language spoken primarily in western Eritrea and adjacent regions of Ethiopia.
  • D. Iida Line
    The Iida Line is a regional railway line in central Japan operated by JR Central, running through mountainous areas of Aichi, Nagano, and Shizuoka Prefectures and connecting various local communities.
  • E. Pangrango Line
    The Pangrango Line is a passenger railway route in West Java, Indonesia, connecting Bogor with Sukabumi and serving as an important regional commuter and intercity link.
  • 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_69d6aac656d48190b275efaa7d6074ee completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e900fbcc8190a3177f8a73564433 completed April 9, 2026, 5:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4ad3eef408190937949e7b3bf0163 completed April 19, 2026, 10:23 a.m.
NEDg Description generation batch_69e4b12c04e48190ad7546d556a5109f completed April 19, 2026, 10:40 a.m.
NED2 Entity disambiguation (via description) batch_69e4b2949c7c8190820b7f1f87e00602 completed April 19, 2026, 10:46 a.m.
Created at: April 8, 2026, 9:30 p.m.