Triple

T3252467
Position Surface form Disambiguated ID Type / Status
Subject Modern South Arabian languages E68212 entity
Predicate hasAlternativeName P39 FINISHED
Object MSA languages
MSA languages are a group of closely related Semitic languages spoken in parts of Yemen and Oman, distinct from both Arabic and the ancient South Arabian languages.
E339269 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: MSA languages | Statement: [Modern South Arabian languages, hasAlternativeName, MSA languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MSA languages
Context triple: [Modern South Arabian languages, hasAlternativeName, MSA languages]
  • A. Minahasanic languages
    Minahasanic languages are a small group of Austronesian languages spoken by the Minahasan people in North Sulawesi, Indonesia.
  • B. Mba languages
    Mba languages are a small group of closely related Adamawa–Ubangi (Niger–Congo) languages spoken primarily in the Central African Republic and neighboring regions.
  • C. Maipurean languages
    The Maipurean languages are a major branch of the Arawakan language family, historically spoken across large areas of northern South America and the Caribbean.
  • 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. Surmic languages
    The Surmic languages are a branch of the Nilo-Saharan language family spoken primarily in southwestern Ethiopia and neighboring regions, known for their complex phonologies and rich systems of noun classification.
  • 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: MSA languages
Triple: [Modern South Arabian languages, hasAlternativeName, MSA languages]
Generated description
MSA languages are a group of closely related Semitic languages spoken in parts of Yemen and Oman, distinct from both Arabic and the ancient South Arabian languages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MSA languages
Target entity description: MSA languages are a group of closely related Semitic languages spoken in parts of Yemen and Oman, distinct from both Arabic and the ancient South Arabian languages.
  • A. Minahasanic languages
    Minahasanic languages are a small group of Austronesian languages spoken by the Minahasan people in North Sulawesi, Indonesia.
  • B. Mba languages
    Mba languages are a small group of closely related Adamawa–Ubangi (Niger–Congo) languages spoken primarily in the Central African Republic and neighboring regions.
  • C. Maipurean languages
    The Maipurean languages are a major branch of the Arawakan language family, historically spoken across large areas of northern South America and the Caribbean.
  • 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. Surmic languages
    The Surmic languages are a branch of the Nilo-Saharan language family spoken primarily in southwestern Ethiopia and neighboring regions, known for their complex phonologies and rich systems of noun classification.
  • 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_69ad858f74408190bcbd07f967cd7bd0 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69adaf440bb88190a2450405afae7f1f completed March 8, 2026, 5:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2776d5e108190a4db748c98fc8316 completed March 12, 2026, 8:21 a.m.
NEDg Description generation batch_69b2780f0b8081908e0c1ac3580bda37 completed March 12, 2026, 8:23 a.m.
NED2 Entity disambiguation (via description) batch_69b27895b5ac81908496bd8ffd64b159 completed March 12, 2026, 8:25 a.m.
Created at: March 8, 2026, 3:09 p.m.