Triple

T8108880
Position Surface form Disambiguated ID Type / Status
Subject Walmart Inc. E189293 entity
Predicate hasSubsidiary P254 FINISHED
Object Massmart
Massmart is a South African-based retail and wholesale group operating various discount, warehouse, and specialty stores across sub-Saharan Africa.
 E712662 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: Massmart | Statement: [Walmart Inc., hasSubsidiary, Massmart]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Massmart
Context triple: [Walmart Inc., hasSubsidiary, Massmart]
  • A. Cencosud
    Cencosud is a major Latin American retail conglomerate based in Chile, operating supermarkets, home improvement stores, department stores, and shopping centers across several countries in the region.
  • B. Almacenes Universales S.A.
    Almacenes Universales S.A. is a Cuban state-owned logistics and warehousing company that operates under the military-controlled conglomerate GAESA.
  • C. Carrefour
    Carrefour is a major French multinational retail corporation and one of the world’s largest hypermarket chains.
  • D. Carrefour
    Carrefour is a major suburban city in Haiti, located just southwest of the capital Port-au-Prince and known as part of the country's largest metropolitan area.
  • E. Sky Mart
    Sky Mart is an elevated sidewalk and pedestrian walkway system in downtown Morristown, Tennessee, that connects buildings above street level.
  • 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: Massmart
Triple: [Walmart Inc., hasSubsidiary, Massmart]
Generated description
Massmart is a South African-based retail and wholesale group operating various discount, warehouse, and specialty stores across sub-Saharan Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Massmart
Target entity description: Massmart is a South African-based retail and wholesale group operating various discount, warehouse, and specialty stores across sub-Saharan Africa.
  • A. Cencosud
    Cencosud is a major Latin American retail conglomerate based in Chile, operating supermarkets, home improvement stores, department stores, and shopping centers across several countries in the region.
  • B. Almacenes Universales S.A.
    Almacenes Universales S.A. is a Cuban state-owned logistics and warehousing company that operates under the military-controlled conglomerate GAESA.
  • C. Carrefour
    Carrefour is a major French multinational retail corporation and one of the world’s largest hypermarket chains.
  • D. Carrefour
    Carrefour is a major suburban city in Haiti, located just southwest of the capital Port-au-Prince and known as part of the country's largest metropolitan area.
  • E. Sky Mart
    Sky Mart is an elevated sidewalk and pedestrian walkway system in downtown Morristown, Tennessee, that connects buildings above street level.
  • 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_69ca82b9d5848190a24672775d5c5011 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb42fbc57c81908c6be87bbc547085 completed March 31, 2026, 3:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc9421794081909170ea11b09ae357 completed April 1, 2026, 3:42 a.m.
NEDg Description generation batch_69cc95bfb2b08190ae4bbf8fdde3165d completed April 1, 2026, 3:49 a.m.
NED2 Entity disambiguation (via description) batch_69cc9771b6e48190bd5f45c3f8853890 completed April 1, 2026, 3:56 a.m.
Created at: March 30, 2026, 5:32 p.m.