Triple

T8336392
Position Surface form Disambiguated ID Type / Status
Subject Avon Barksdale E195796 entity
Predicate primaryRivalOrganization P6615 FINISHED
Object Stanfield Organization
The Stanfield Organization is a powerful West Baltimore drug trafficking crew led by Marlo Stanfield in the television series "The Wire," known for its ruthless tactics and takeover of rival territories.
E726127 NE FINISHED

How this triple was built (5 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: Stanfield Organization | Statement: [Avon Barksdale, primaryRivalOrganization, Stanfield Organization]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stanfield Organization
Context triple: [Avon Barksdale, primaryRivalOrganization, Stanfield Organization]
  • A. Weatherhead Company
    Weatherhead Company is a business enterprise associated with industrialist Albert J. Weatherhead III, known for its role in manufacturing and industry.
  • B. Argyle Enterprises
    Argyle Enterprises is a film production company best known for its involvement in classic mid-20th-century cinema, including the 1963 horror film "The Haunting."
  • C. Strahan & Co.
    Strahan & Co. was a 19th-century British publishing firm known for issuing literary works, including novels by prominent Victorian authors.
  • D. The Stratford Company
    The Stratford Company was a publishing house known for issuing early and sometimes obscure literary works, including the first book edition of "Ralph 124C 41+."
  • E. Hillside Group
    Hillside Group is a software patterns and agile development community best known for organizing the PLoP (Pattern Languages of Programs) conferences and advancing the use of design patterns in software engineering.
  • 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: Stanfield Organization
Triple: [Avon Barksdale, primaryRivalOrganization, Stanfield Organization]
Generated description
The Stanfield Organization is a powerful West Baltimore drug trafficking crew led by Marlo Stanfield in the television series "The Wire," known for its ruthless tactics and takeover of rival territories.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stanfield Organization
Target entity description: The Stanfield Organization is a powerful West Baltimore drug trafficking crew led by Marlo Stanfield in the television series "The Wire," known for its ruthless tactics and takeover of rival territories.
  • A. Weatherhead Company
    Weatherhead Company is a business enterprise associated with industrialist Albert J. Weatherhead III, known for its role in manufacturing and industry.
  • B. Argyle Enterprises
    Argyle Enterprises is a film production company best known for its involvement in classic mid-20th-century cinema, including the 1963 horror film "The Haunting."
  • C. Strahan & Co.
    Strahan & Co. was a 19th-century British publishing firm known for issuing literary works, including novels by prominent Victorian authors.
  • D. The Stratford Company
    The Stratford Company was a publishing house known for issuing early and sometimes obscure literary works, including the first book edition of "Ralph 124C 41+."
  • E. Hillside Group
    Hillside Group is a software patterns and agile development community best known for organizing the PLoP (Pattern Languages of Programs) conferences and advancing the use of design patterns in software engineering.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: primaryRivalOrganization
Context triple: [Avon Barksdale, primaryRivalOrganization, Stanfield Organization]
  • A. rivalOf
    Indicates a relationship in which two entities compete against or oppose each other, often seeking advantage in the same domain or objective.
  • B. mainRivalAlliance
    Indicates that one alliance is considered the primary or most significant rival of another alliance.
  • C. rivalInstitution
    Indicates that one institution is in a state of competition or opposition with another institution.
  • D. primaryCompetition chosen
    Indicates that one entity is the main or most significant competitor of another within a given market, domain, or context.
  • E. foundedAsRivalOf
    Indicates that an entity was established specifically to compete with or challenge another entity.
  • F. None of above.

Provenance (6 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_69ca82ecbdc481908a55cad8ca062d88 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7fd3fc80819097b326119107ad4d completed March 31, 2026, 8:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd95e17300819090e405c4c60b280d completed April 1, 2026, 10:02 p.m.
NEDg Description generation batch_69cdab61d00c81909ce2c0d718a2dc1a completed April 1, 2026, 11:33 p.m.
NED2 Entity disambiguation (via description) batch_69cdb2ef889c8190af6efb9473f8804c completed April 2, 2026, 12:06 a.m.
PD Predicate disambiguation batch_69cb70c3231c81909e3d463192c9de22 completed March 31, 2026, 6:59 a.m.
Created at: March 30, 2026, 5:57 p.m.