Triple

T5908677
Position Surface form Disambiguated ID Type / Status
Subject Chris Robinson E131405 entity
Predicate notableWork P4 FINISHED
Object ATL
ATL is a 2006 coming-of-age drama film set in Atlanta’s hip-hop and skating scene, starring T.I. and directed by Chris Robinson in his feature film debut.
E552983 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: ATL | Statement: [Chris Robinson, notableWork, ATL]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ATL
Context triple: [Chris Robinson, notableWork, ATL]
  • A. ATL
    ATL is the three-letter IATA airport code for Hartsfield–Jackson Atlanta International Airport, one of the world’s busiest air travel hubs located in Atlanta, Georgia.
  • B. Atlanta
    Atlanta is the capital and largest city of the U.S. state of Georgia, known as a major cultural, economic, and transportation hub of the southeastern United States.
  • C. KATL
    KATL is the ICAO airport code for Hartsfield–Jackson Atlanta International Airport, one of the world's busiest passenger airports and a major hub in the United States.
  • D. Downtown Atlanta
    Downtown Atlanta is the central business district and urban core of Atlanta, Georgia, known for its high-rise skyline, major sports and entertainment venues, and cultural and educational institutions.
  • E. Sandy Springs
    Sandy Springs is a major suburban city in northern Fulton County, Georgia, known for its proximity to Atlanta and its role as a significant residential and business hub in the metropolitan area.
  • 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: ATL
Triple: [Chris Robinson, notableWork, ATL]
Generated description
ATL is a 2006 coming-of-age drama film set in Atlanta’s hip-hop and skating scene, starring T.I. and directed by Chris Robinson in his feature film debut.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ATL
Target entity description: ATL is a 2006 coming-of-age drama film set in Atlanta’s hip-hop and skating scene, starring T.I. and directed by Chris Robinson in his feature film debut.
  • A. ATL
    ATL is the three-letter IATA airport code for Hartsfield–Jackson Atlanta International Airport, one of the world’s busiest air travel hubs located in Atlanta, Georgia.
  • B. Atlanta
    Atlanta is the capital and largest city of the U.S. state of Georgia, known as a major cultural, economic, and transportation hub of the southeastern United States.
  • C. KATL
    KATL is the ICAO airport code for Hartsfield–Jackson Atlanta International Airport, one of the world's busiest passenger airports and a major hub in the United States.
  • D. Downtown Atlanta
    Downtown Atlanta is the central business district and urban core of Atlanta, Georgia, known for its high-rise skyline, major sports and entertainment venues, and cultural and educational institutions.
  • E. Sandy Springs
    Sandy Springs is a major suburban city in northern Fulton County, Georgia, known for its proximity to Atlanta and its role as a significant residential and business hub in the metropolitan area.
  • 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_69c008593a44819081a07ae0efe6c574 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c03773f4188190a11276b2d5baad08 completed March 22, 2026, 6:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0b16f568081908839cd2403b7534c completed March 23, 2026, 3:20 a.m.
NEDg Description generation batch_69c0b22e4ec88190ac3794edcd1c0b26 completed March 23, 2026, 3:23 a.m.
NED2 Entity disambiguation (via description) batch_69c0b29fbec8819092b117bd40e3731f completed March 23, 2026, 3:25 a.m.
Created at: March 22, 2026, 3:59 p.m.