Triple

T19550638
Position Surface form Disambiguated ID Type / Status
Subject The Front Bottoms E489188 entity
Predicate associatedAct P37 FINISHED
Object GDP
GDP is an American hip hop producer and rapper known for his work in the underground rap scene and collaborations with various alternative and indie artists.
 E1382598 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: GDP | Statement: [The Front Bottoms, associatedAct, GDP]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: GDP
Context triple: [The Front Bottoms, associatedAct, GDP]
  • A. Gross Domestic Product
    Gross Domestic Product (GDP) is a key economic indicator that measures the total monetary value of all final goods and services produced within a country's borders over a specific period.
  • B. GNP
    GNP is the abbreviation commonly used for the Grand National Party, a major conservative political party in South Korea that has since been rebranded.
  • C. GDP deflator
    The GDP deflator is a broad measure of overall price inflation in an economy, capturing the change in prices of all domestically produced final goods and services included in GDP.
  • D. PIB
    PIB is the Indian government’s central agency responsible for disseminating official information, press releases, and policy communications to the media and public.
  • E. PIB
    PIB is the three-letter IATA airport code for Hattiesburg–Laurel Regional Airport in Mississippi, United States.
  • 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: GDP
Triple: [The Front Bottoms, associatedAct, GDP]
Generated description
GDP is an American hip hop producer and rapper known for his work in the underground rap scene and collaborations with various alternative and indie artists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: GDP
Target entity description: GDP is an American hip hop producer and rapper known for his work in the underground rap scene and collaborations with various alternative and indie artists.
  • A. Gross Domestic Product
    Gross Domestic Product (GDP) is a key economic indicator that measures the total monetary value of all final goods and services produced within a country's borders over a specific period.
  • B. GNP
    GNP is the abbreviation commonly used for the Grand National Party, a major conservative political party in South Korea that has since been rebranded.
  • C. GDP deflator
    The GDP deflator is a broad measure of overall price inflation in an economy, capturing the change in prices of all domestically produced final goods and services included in GDP.
  • D. PIB
    PIB is the Indian government’s central agency responsible for disseminating official information, press releases, and policy communications to the media and public.
  • E. PIB
    PIB is the three-letter IATA airport code for Hattiesburg–Laurel Regional Airport in Mississippi, United States.
  • 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_69d8e8dc5d8c8190a6d7bd8864f43ca0 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e63d2feed48190ad49f64980dc885f completed April 20, 2026, 2:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a074e8c84b88190be1790514c9c5481 completed May 15, 2026, 4:49 p.m.
NEDg Description generation batch_6a074f5df2c0819096c05a61b03d5145 completed May 15, 2026, 4:52 p.m.
NED2 Entity disambiguation (via description) batch_6a07550147048190937b71f7f4d116cd completed May 15, 2026, 5:16 p.m.
Created at: April 10, 2026, 1:41 p.m.