Triple

T21142310
Position Surface form Disambiguated ID Type / Status
Subject Guillaume Soro E520962 entity
Predicate familyName P18 FINISHED
Object Soro
Soro is a surname most prominently associated with Guillaume Soro, an Ivorian politician and former rebel leader who served as Prime Minister and President of the National Assembly of Côte d'Ivoire.
 E1468725 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: Soro | Statement: [Guillaume Soro, familyName, Soro]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Soro
Context triple: [Guillaume Soro, familyName, Soro]
  • A. Solongo
    Solongo is an alternative name for Kisolongo, a Bantu language spoken in parts of Central Africa.
  • B. Sulien
    Sulien is a Welsh saint traditionally venerated as a local holy figure associated with churches in Wales.
  • C. Cirocha
    Cirocha is a river in eastern Slovakia that flows through the Carpathian region before joining the Laborec River.
  • D. Surobi
    Surobi is a town and district in eastern Afghanistan, strategically located along the Kabul River and a key site for nearby hydroelectric infrastructure.
  • E. Sosruqo
    Sosruqo is a fiery, trickster hero of the Caucasian Nart sagas, known for his cunning exploits and semi-divine origins.
  • 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: Soro
Triple: [Guillaume Soro, familyName, Soro]
Generated description
Soro is a surname most prominently associated with Guillaume Soro, an Ivorian politician and former rebel leader who served as Prime Minister and President of the National Assembly of Côte d'Ivoire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Soro
Target entity description: Soro is a surname most prominently associated with Guillaume Soro, an Ivorian politician and former rebel leader who served as Prime Minister and President of the National Assembly of Côte d'Ivoire.
  • A. Solongo
    Solongo is an alternative name for Kisolongo, a Bantu language spoken in parts of Central Africa.
  • B. Sulien
    Sulien is a Welsh saint traditionally venerated as a local holy figure associated with churches in Wales.
  • C. Cirocha
    Cirocha is a river in eastern Slovakia that flows through the Carpathian region before joining the Laborec River.
  • D. Surobi
    Surobi is a town and district in eastern Afghanistan, strategically located along the Kabul River and a key site for nearby hydroelectric infrastructure.
  • E. Sosruqo
    Sosruqo is a fiery, trickster hero of the Caucasian Nart sagas, known for his cunning exploits and semi-divine origins.
  • 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_69e0b50c6a848190a4e525a77a319b8a completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e723f96cf081909d10309e08aeca93 completed April 21, 2026, 7:15 a.m.
NED1 Entity disambiguation (via context triple) batch_6a096dbe776c8190b2d63775974a115a completed May 17, 2026, 7:26 a.m.
NEDg Description generation batch_6a096f07e1d881908b849131b110478c completed May 17, 2026, 7:32 a.m.
NED2 Entity disambiguation (via description) batch_6a096f9bb0988190839e2e5371020757 completed May 17, 2026, 7:34 a.m.
Created at: April 16, 2026, 2:57 p.m.