Triple

T5676501
Position Surface form Disambiguated ID Type / Status
Subject Entourage E125097 entity
Predicate productionCompany P490 FINISHED
Object Leverage Management
Leverage Management is a production company best known for producing the HBO comedy-drama series "Entourage."
E538202 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: Leverage Management | Statement: [Entourage, productionCompany, Leverage Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leverage Management
Context triple: [Entourage, productionCompany, Leverage Management]
  • A. Leverage
    Leverage is an American television drama series that follows a team of reformed criminals who use their specialized skills to carry out elaborate heists against corrupt individuals and organizations.
  • B. High Output Management
    High Output Management is a highly influential business book by Intel co-founder Andrew S. Grove that applies manufacturing and engineering principles to practical, day-to-day management and leadership.
  • C. Policy-Based Management
    Policy-Based Management is a SQL Server feature that lets administrators define, enforce, and monitor configuration policies across database instances to ensure compliance with organizational standards.
  • D. Margin of Safety
    Margin of Safety is a core value-investing principle emphasizing buying securities at prices significantly below their intrinsic value to reduce downside risk.
  • E. Understanding on Commitments in Financial Services
    The Understanding on Commitments in Financial Services is a World Trade Organization instrument that clarifies and strengthens member countries’ market access and national treatment commitments in the financial services sector under the General Agreement on Trade in Services (GATS).
  • 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: Leverage Management
Triple: [Entourage, productionCompany, Leverage Management]
Generated description
Leverage Management is a production company best known for producing the HBO comedy-drama series "Entourage."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Leverage Management
Target entity description: Leverage Management is a production company best known for producing the HBO comedy-drama series "Entourage."
  • A. Leverage
    Leverage is an American television drama series that follows a team of reformed criminals who use their specialized skills to carry out elaborate heists against corrupt individuals and organizations.
  • B. High Output Management
    High Output Management is a highly influential business book by Intel co-founder Andrew S. Grove that applies manufacturing and engineering principles to practical, day-to-day management and leadership.
  • C. Policy-Based Management
    Policy-Based Management is a SQL Server feature that lets administrators define, enforce, and monitor configuration policies across database instances to ensure compliance with organizational standards.
  • D. Margin of Safety
    Margin of Safety is a core value-investing principle emphasizing buying securities at prices significantly below their intrinsic value to reduce downside risk.
  • E. Understanding on Commitments in Financial Services
    The Understanding on Commitments in Financial Services is a World Trade Organization instrument that clarifies and strengthens member countries’ market access and national treatment commitments in the financial services sector under the General Agreement on Trade in Services (GATS).
  • 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_69c008295c808190acfe78915e7d656a completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c023728f488190a3622844d78caa13 completed March 22, 2026, 5:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04dbbbe9081908d1915b898722c18 completed March 22, 2026, 8:14 p.m.
NEDg Description generation batch_69c04ee0ee6c81908f5959bdba54a7ec completed March 22, 2026, 8:19 p.m.
NED2 Entity disambiguation (via description) batch_69c04fb8ddfc8190a95b86972e659403 completed March 22, 2026, 8:23 p.m.
Created at: March 22, 2026, 3:43 p.m.