Triple

T12028040
Position Surface form Disambiguated ID Type / Status
Subject GEAR (Growth, Employment and Redistribution) strategy E286328 entity
Predicate alsoKnownAs P39 FINISHED
Object GEAR
GEAR is a macroeconomic policy framework adopted by the South African government in the mid-1990s aimed at promoting economic growth, job creation, and fiscal stability during the post-apartheid transition.
 E959870 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: GEAR | Statement: [GEAR (Growth, Employment and Redistribution) strategy, alsoKnownAs, GEAR]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: GEAR
Context triple: [GEAR (Growth, Employment and Redistribution) strategy, alsoKnownAs, GEAR]
  • A. Gear
    Gear is a technologically gifted teenage superhero and close ally of Static in the animated series "Static Shock," known for his inventive gadgets and powered armor.
  • B. dotGears
    dotGears is an independent Vietnamese game development studio best known for creating the viral mobile game Flappy Bird.
  • C. Sprocket
    Sprocket is the costumed raccoon mascot of the Rocket City Trash Pandas minor league baseball team, known for his playful, space-themed antics at games and events.
  • D. GUNT
    The GUNT (Transitional Government of National Unity) was a coalition government formed in Chad in 1979 that attempted to unify rival factions and stabilize the country after years of civil war.
  • E. American Gears
    American Gears was a professional basketball team based in Chicago that competed in the National Basketball League in the 1940s.
  • 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: GEAR
Triple: [GEAR (Growth, Employment and Redistribution) strategy, alsoKnownAs, GEAR]
Generated description
GEAR is a macroeconomic policy framework adopted by the South African government in the mid-1990s aimed at promoting economic growth, job creation, and fiscal stability during the post-apartheid transition.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: GEAR
Target entity description: GEAR is a macroeconomic policy framework adopted by the South African government in the mid-1990s aimed at promoting economic growth, job creation, and fiscal stability during the post-apartheid transition.
  • A. Gear
    Gear is a technologically gifted teenage superhero and close ally of Static in the animated series "Static Shock," known for his inventive gadgets and powered armor.
  • B. dotGears
    dotGears is an independent Vietnamese game development studio best known for creating the viral mobile game Flappy Bird.
  • C. Sprocket
    Sprocket is the costumed raccoon mascot of the Rocket City Trash Pandas minor league baseball team, known for his playful, space-themed antics at games and events.
  • D. GUNT
    The GUNT (Transitional Government of National Unity) was a coalition government formed in Chad in 1979 that attempted to unify rival factions and stabilize the country after years of civil war.
  • E. American Gears
    American Gears was a professional basketball team based in Chicago that competed in the National Basketball League in the 1940s.
  • 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_69d6ab4669e48190b59246358b0383ab completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903f13ae8819097a5740f7c51df82 completed April 10, 2026, 2:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69f48b8111b88190a42a8904a2d26862 completed May 1, 2026, 11:16 a.m.
NEDg Description generation batch_69f48fc7a8848190a06b34cc45db4789 completed May 1, 2026, 11:34 a.m.
NED2 Entity disambiguation (via description) batch_69f495fbfa2481908a1d757a27909d5a completed May 1, 2026, 12:01 p.m.
Created at: April 8, 2026, 9:47 p.m.