Triple

T19585818
Position Surface form Disambiguated ID Type / Status
Subject Warburg Pincus E490101 entity
Predicate notableInvestmentIn P17330 FINISHED
Object Duravant
Duravant is an industrial equipment and automation company that provides engineered systems and services for food processing, packaging, and material handling applications.
 E1385185 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: Duravant | Statement: [Warburg Pincus, notableInvestmentIn, Duravant]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Duravant
Context triple: [Warburg Pincus, notableInvestmentIn, Duravant]
  • A. Dunvant
    Dunvant is a suburban village and community in the City and County of Swansea in south Wales.
  • B. Nasonville
    Nasonville is a village and census-designated place in the town of Burrillville in northern Rhode Island.
  • C. Noyes
    Noyes is an 'L' rapid transit station in Evanston, Illinois, served by the Chicago Transit Authority's Purple Line.
  • D. Mathison
    Mathison is a surname most notably associated with American screenwriter Melissa Mathison, known for writing the screenplay for "E.T. the Extra-Terrestrial."
  • E. Tilton
    Tilton is a locality in the United Kingdom notable for lending its name to the territorial designation of the peerage title Baron Keynes of Tilton.
  • 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: Duravant
Triple: [Warburg Pincus, notableInvestmentIn, Duravant]
Generated description
Duravant is an industrial equipment and automation company that provides engineered systems and services for food processing, packaging, and material handling applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Duravant
Target entity description: Duravant is an industrial equipment and automation company that provides engineered systems and services for food processing, packaging, and material handling applications.
  • A. Dunvant
    Dunvant is a suburban village and community in the City and County of Swansea in south Wales.
  • B. Nasonville
    Nasonville is a village and census-designated place in the town of Burrillville in northern Rhode Island.
  • C. Noyes
    Noyes is an 'L' rapid transit station in Evanston, Illinois, served by the Chicago Transit Authority's Purple Line.
  • D. Mathison
    Mathison is a surname most notably associated with American screenwriter Melissa Mathison, known for writing the screenplay for "E.T. the Extra-Terrestrial."
  • E. Tilton
    Tilton is a locality in the United Kingdom notable for lending its name to the territorial designation of the peerage title Baron Keynes of Tilton.
  • 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_69d8e8dd9374819098e36349b3211663 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e640513134819082cf233fa3dcc911 completed April 20, 2026, 3:03 p.m.
NED1 Entity disambiguation (via context triple) batch_6a075f1122a08190961b2c0ae2e9f900 completed May 15, 2026, 5:59 p.m.
NEDg Description generation batch_6a075fed0ac4819088569b4854cf1ab9 completed May 15, 2026, 6:03 p.m.
NED2 Entity disambiguation (via description) batch_6a076070784c81908d28306344363c53 completed May 15, 2026, 6:05 p.m.
Created at: April 10, 2026, 1:42 p.m.