Triple

T6291646
Position Surface form Disambiguated ID Type / Status
Subject A Milli E141031 entity
Predicate writer P1360 FINISHED
Object Shondrae Crawford
Shondrae Crawford, better known as Bangladesh, is an American record producer and songwriter renowned for crafting innovative, hard-hitting hip-hop beats for major artists.
E597909 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: Shondrae Crawford | Statement: [A Milli, writer, Shondrae Crawford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shondrae Crawford
Context triple: [A Milli, writer, Shondrae Crawford]
  • A. Deandra Reynolds
    Deandra Reynolds is a main character on the TV sitcom "It's Always Sunny in Philadelphia," known for her delusional aspirations, abrasive personality, and constant mistreatment by her friends.
  • B. Tasha McCauley
    Tasha McCauley is an American robotics engineer and tech entrepreneur known for co-founding the robotics company Fellow Robots and for her work at the intersection of technology and innovation.
  • C. Cori Broadus
    Cori Broadus is an American singer and social media personality, best known as the daughter of rapper Snoop Dogg.
  • D. Nadine Tolliver
    Nadine Tolliver is a key fictional character in the political drama series "Madam Secretary," serving as the capable and loyal chief of staff to Secretary of State Elizabeth McCord.
  • E. Tracie Simpson
    Tracie Simpson is a British television producer best known for her work on the long-running science fiction series Doctor Who.
  • 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: Shondrae Crawford
Triple: [A Milli, writer, Shondrae Crawford]
Generated description
Shondrae Crawford, better known as Bangladesh, is an American record producer and songwriter renowned for crafting innovative, hard-hitting hip-hop beats for major artists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shondrae Crawford
Target entity description: Shondrae Crawford, better known as Bangladesh, is an American record producer and songwriter renowned for crafting innovative, hard-hitting hip-hop beats for major artists.
  • A. Deandra Reynolds
    Deandra Reynolds is a main character on the TV sitcom "It's Always Sunny in Philadelphia," known for her delusional aspirations, abrasive personality, and constant mistreatment by her friends.
  • B. Tasha McCauley
    Tasha McCauley is an American robotics engineer and tech entrepreneur known for co-founding the robotics company Fellow Robots and for her work at the intersection of technology and innovation.
  • C. Cori Broadus
    Cori Broadus is an American singer and social media personality, best known as the daughter of rapper Snoop Dogg.
  • D. Nadine Tolliver
    Nadine Tolliver is a key fictional character in the political drama series "Madam Secretary," serving as the capable and loyal chief of staff to Secretary of State Elizabeth McCord.
  • E. Tracie Simpson
    Tracie Simpson is a British television producer best known for her work on the long-running science fiction series Doctor Who.
  • 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_69c008cdf2ac8190bb640c94478fb4ed completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0641ea224819097b6962e6014c690 completed March 22, 2026, 9:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69c66376b63081909fefd93790fa4b55 completed March 27, 2026, 11:01 a.m.
NEDg Description generation batch_69c664b2d44c8190826449707fe5ba7b completed March 27, 2026, 11:06 a.m.
NED2 Entity disambiguation (via description) batch_69c6650d676881908501874f1fd8c3df completed March 27, 2026, 11:07 a.m.
Created at: March 22, 2026, 4:27 p.m.