Triple

T14630449
Position Surface form Disambiguated ID Type / Status
Subject Gang Starr E343464 entity
Predicate associatedWith P37 FINISHED
Object Big Shug
Big Shug is an American rapper from Boston known for his gritty delivery and close affiliation with the influential hip hop group Gang Starr.
E1109521 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: Big Shug | Statement: [Gang Starr, associatedWith, Big Shug]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Big Shug
Context triple: [Gang Starr, associatedWith, Big Shug]
  • A. Big Mamie
    Big Mamie is the affectionate nickname of the World War II–era battleship USS Massachusetts (BB-59), now preserved as a museum ship.
  • B. Peg Boggs
    Peg Boggs is the kind-hearted Avon saleswoman who discovers and takes in Edward in the film "Edward Scissorhands," becoming his compassionate surrogate mother.
  • C. Tott Doneeta
    Tott Doneeta is a Twi'lek Jedi Knight from the Star Wars Expanded Universe, known for his loyalty and role in the ancient Jedi conflicts depicted in the Tales of the Jedi comics.
  • D. Cudjoe
    Cudjoe was a prominent leader of the Jamaican Maroons in the 18th century, known for resisting British colonial forces and negotiating a historic peace treaty.
  • E. Flem Snopes
    Flem Snopes is a cunning, opportunistic antihero in William Faulkner’s Yoknapatawpha County saga, known for his ruthless social climbing and moral ambiguity.
  • 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: Big Shug
Triple: [Gang Starr, associatedWith, Big Shug]
Generated description
Big Shug is an American rapper from Boston known for his gritty delivery and close affiliation with the influential hip hop group Gang Starr.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Big Shug
Target entity description: Big Shug is an American rapper from Boston known for his gritty delivery and close affiliation with the influential hip hop group Gang Starr.
  • A. Big Mamie
    Big Mamie is the affectionate nickname of the World War II–era battleship USS Massachusetts (BB-59), now preserved as a museum ship.
  • B. Peg Boggs
    Peg Boggs is the kind-hearted Avon saleswoman who discovers and takes in Edward in the film "Edward Scissorhands," becoming his compassionate surrogate mother.
  • C. Tott Doneeta
    Tott Doneeta is a Twi'lek Jedi Knight from the Star Wars Expanded Universe, known for his loyalty and role in the ancient Jedi conflicts depicted in the Tales of the Jedi comics.
  • D. Cudjoe
    Cudjoe was a prominent leader of the Jamaican Maroons in the 18th century, known for resisting British colonial forces and negotiating a historic peace treaty.
  • E. Flem Snopes
    Flem Snopes is a cunning, opportunistic antihero in William Faulkner’s Yoknapatawpha County saga, known for his ruthless social climbing and moral ambiguity.
  • 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_69d822dffc3c8190aa173b90761bffda completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb4a912248190a3df7f821395c776 completed April 14, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69fda92ded848190b031d3ff29e54a00 completed May 8, 2026, 9:13 a.m.
NEDg Description generation batch_69fdb0859cfc8190b0061c2e7c629260 completed May 8, 2026, 9:44 a.m.
NED2 Entity disambiguation (via description) batch_69fdb14346508190afc3067469412efb completed May 8, 2026, 9:47 a.m.
Created at: April 10, 2026, 1:26 a.m.