Triple
T3212943
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Victor Vescovo |
E67322
|
entity |
| Predicate | hasEmployer |
P7
|
FINISHED |
| Object |
Insight Equity
Insight Equity is a private equity firm known for investing in and improving middle-market companies across various industries.
|
E338032
|
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: Insight Equity | Statement: [Victor Vescovo, hasEmployer, Insight Equity]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Insight Equity Context triple: [Victor Vescovo, hasEmployer, Insight Equity]
-
A.
B Capital Group
B Capital Group is a global venture capital and private equity firm that invests in high-growth technology and innovation-driven companies.
-
B.
RedBird Capital Partners
RedBird Capital Partners is a private investment firm known for its significant stakes in major sports, media, and entertainment properties.
-
C.
Seidler Equity Partners
Seidler Equity Partners is a private equity firm that invests in and partners with middle-market companies across various industries.
-
D.
Lantern Capital Partners
Lantern Capital Partners is a private equity firm known for acquiring the assets of The Weinstein Company and backing the formation of Lantern Entertainment.
-
E.
Blackstone Inc.
Blackstone Inc. is a leading global alternative asset management firm specializing in private equity, real estate, credit, and hedge fund investment strategies.
- 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: Insight Equity Triple: [Victor Vescovo, hasEmployer, Insight Equity]
Generated description
Insight Equity is a private equity firm known for investing in and improving middle-market companies across various industries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Insight Equity Target entity description: Insight Equity is a private equity firm known for investing in and improving middle-market companies across various industries.
-
A.
B Capital Group
B Capital Group is a global venture capital and private equity firm that invests in high-growth technology and innovation-driven companies.
-
B.
RedBird Capital Partners
RedBird Capital Partners is a private investment firm known for its significant stakes in major sports, media, and entertainment properties.
-
C.
Seidler Equity Partners
Seidler Equity Partners is a private equity firm that invests in and partners with middle-market companies across various industries.
-
D.
Lantern Capital Partners
Lantern Capital Partners is a private equity firm known for acquiring the assets of The Weinstein Company and backing the formation of Lantern Entertainment.
-
E.
Blackstone Inc.
Blackstone Inc. is a leading global alternative asset management firm specializing in private equity, real estate, credit, and hedge fund investment strategies.
- 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_69ad858ac36c81909962589cd277d6e2 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69adaabba8e481909118d9f888ddcd63 |
completed | March 8, 2026, 4:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b26237211c81908cddc4e8d42e497e |
completed | March 12, 2026, 6:50 a.m. |
| NEDg | Description generation | batch_69b264c446088190a1651e108279c7ba |
completed | March 12, 2026, 7:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b265ef74d081908fe4dd4998dbf240 |
completed | March 12, 2026, 7:06 a.m. |
Created at: March 8, 2026, 3:07 p.m.