Triple

T2403349
Position Surface form Disambiguated ID Type / Status
Subject Central Sudanic languages E50218 entity
Predicate hasPart P35 FINISHED
Object Moru–Madi languages
The Moru–Madi languages are a subgroup of related Central Sudanic languages spoken primarily in South Sudan, Uganda, and the Democratic Republic of the Congo.
 E270703 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: Moru–Madi languages | Statement: [Central Sudanic languages, hasPart, Moru–Madi languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Moru–Madi languages
Context triple: [Central Sudanic languages, hasPart, Moru–Madi languages]
  • A. Bugis–Tamanic languages
    The Bugis–Tamanic languages are a subgroup of Austronesian languages spoken primarily in South Sulawesi and surrounding regions of Indonesia, including Buginese and related tongues.
  • B. Muna–Buton languages
    The Muna–Buton languages are a subgroup of Austronesian languages spoken primarily in southeastern Sulawesi and nearby islands in Indonesia.
  • C. Lakkia–Biao languages
    The Lakkia–Biao languages are a small branch of the Tai–Kadai language family spoken by minority communities in southern China, notable for preserving archaic features distinct from the more widespread Tai languages.
  • D. Semnani languages
    Semnani languages are a small group of closely related Northwestern Iranian languages spoken primarily in Iran’s Semnan province, noted for preserving many archaic Iranian features.
  • E. Tani languages
    The Tani languages are a subgroup of the Sino-Tibetan language family spoken primarily in Arunachal Pradesh and adjoining regions of Northeast India by various indigenous communities.
  • 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: Moru–Madi languages
Triple: [Central Sudanic languages, hasPart, Moru–Madi languages]
Generated description
The Moru–Madi languages are a subgroup of related Central Sudanic languages spoken primarily in South Sudan, Uganda, and the Democratic Republic of the Congo.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Moru–Madi languages
Target entity description: The Moru–Madi languages are a subgroup of related Central Sudanic languages spoken primarily in South Sudan, Uganda, and the Democratic Republic of the Congo.
  • A. Bugis–Tamanic languages
    The Bugis–Tamanic languages are a subgroup of Austronesian languages spoken primarily in South Sulawesi and surrounding regions of Indonesia, including Buginese and related tongues.
  • B. Muna–Buton languages
    The Muna–Buton languages are a subgroup of Austronesian languages spoken primarily in southeastern Sulawesi and nearby islands in Indonesia.
  • C. Lakkia–Biao languages
    The Lakkia–Biao languages are a small branch of the Tai–Kadai language family spoken by minority communities in southern China, notable for preserving archaic features distinct from the more widespread Tai languages.
  • D. Semnani languages
    Semnani languages are a small group of closely related Northwestern Iranian languages spoken primarily in Iran’s Semnan province, noted for preserving many archaic Iranian features.
  • E. Tani languages
    The Tani languages are a subgroup of the Sino-Tibetan language family spoken primarily in Arunachal Pradesh and adjoining regions of Northeast India by various indigenous communities.
  • 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_69a88b0339a88190a1207333cd271cc9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc8f8aa2881909192920ee394f0b3 completed March 7, 2026, 6:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69af177b898c8190bee910be75e93f6c completed March 9, 2026, 6:54 p.m.
NEDg Description generation batch_69af1983b4c88190b069032e1c31dd90 completed March 9, 2026, 7:03 p.m.
NED2 Entity disambiguation (via description) batch_69af1afeb07c8190a03b419d01a6ba8c completed March 9, 2026, 7:09 p.m.
Created at: March 4, 2026, 7:58 p.m.