Triple

T8182014
Position Surface form Disambiguated ID Type / Status
Subject Penguin Group E191083 entity
Predicate hasSubsidiary P254 FINISHED
Object Penguin South Africa
Penguin South Africa is the South African publishing arm of the global Penguin Group, responsible for producing and distributing its books in the Southern African market.
E717936 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: Penguin South Africa | Statement: [Penguin Group, hasSubsidiary, Penguin South Africa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Penguin South Africa
Context triple: [Penguin Group, hasSubsidiary, Penguin South Africa]
  • A. African penguin
    The African penguin is an endangered, medium-sized, black-and-white penguin species native to the coastal waters and islands of southern Africa.
  • B. Humboldt penguins
    Humboldt penguins are a medium-sized, black-and-white penguin species native to the cold, nutrient-rich Humboldt Current along the Pacific coasts of Peru and Chile.
  • C. Adélie penguin
    The Adélie penguin is a small, black-and-white Antarctic penguin species known for its large breeding colonies on sea ice and rocky coasts around the Southern Ocean.
  • D. Magellanic penguin
    The Magellanic penguin is a medium-sized, black-and-white banded penguin native to the coasts of southern South America, known for nesting in large colonies along Patagonian shores and nearby islands.
  • E. Penguin
    The Penguin is a notorious Gotham City crime lord and one of Batman’s most iconic adversaries, recognizable by his tuxedo, top hat, monocle, and trick umbrellas.
  • 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: Penguin South Africa
Triple: [Penguin Group, hasSubsidiary, Penguin South Africa]
Generated description
Penguin South Africa is the South African publishing arm of the global Penguin Group, responsible for producing and distributing its books in the Southern African market.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Penguin South Africa
Target entity description: Penguin South Africa is the South African publishing arm of the global Penguin Group, responsible for producing and distributing its books in the Southern African market.
  • A. African penguin
    The African penguin is an endangered, medium-sized, black-and-white penguin species native to the coastal waters and islands of southern Africa.
  • B. Humboldt penguins
    Humboldt penguins are a medium-sized, black-and-white penguin species native to the cold, nutrient-rich Humboldt Current along the Pacific coasts of Peru and Chile.
  • C. Adélie penguin
    The Adélie penguin is a small, black-and-white Antarctic penguin species known for its large breeding colonies on sea ice and rocky coasts around the Southern Ocean.
  • D. Magellanic penguin
    The Magellanic penguin is a medium-sized, black-and-white banded penguin native to the coasts of southern South America, known for nesting in large colonies along Patagonian shores and nearby islands.
  • E. Penguin
    The Penguin is a notorious Gotham City crime lord and one of Batman’s most iconic adversaries, recognizable by his tuxedo, top hat, monocle, and trick umbrellas.
  • 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_69ca82c4538081909404325aa5639483 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb4c4db8748190aa785e0c70fac497 completed March 31, 2026, 4:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69cced6fd33081909512adbe559b2c7a completed April 1, 2026, 10:03 a.m.
NEDg Description generation batch_69ccf09b827881908e7fd7e9ff251674 completed April 1, 2026, 10:16 a.m.
NED2 Entity disambiguation (via description) batch_69cd0579b6d08190a5c68d730e1c6284 completed April 1, 2026, 11:46 a.m.
Created at: March 30, 2026, 5:40 p.m.