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.