Triple

T22854571
Position Surface form Disambiguated ID Type / Status
Subject Fluor-BWXT Portsmouth E566444 entity
Predicate hasPartner P1136 FINISHED
Object Pro2Serve
Pro2Serve is an engineering and technical services company that provides specialized support to U.S. government and nuclear industry clients, particularly in national security and environmental management projects.
E1559179 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: Pro2Serve | Statement: [Fluor-BWXT Portsmouth, hasPartner, Pro2Serve]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pro2Serve
Context triple: [Fluor-BWXT Portsmouth, hasPartner, Pro2Serve]
  • A. First Serve International
    First Serve International is a media production company known for its involvement in animated television projects such as the Marvel series "Wolverine and the X-Men."
  • B. Pro D2
    Pro D2 is the second-highest level of professional rugby union league in France, sitting just below the Top 14.
  • C. ProB
    ProB is a lower-tier football league in the French league system, positioned below the top professional division.
  • D. TPC2
    TPC2 is one of the time projection chambers used in the ND280 near detector of the T2K neutrino experiment to track charged particles and measure their momenta.
  • E. ProA
    ProA is the second-highest professional basketball league in Germany, sitting just below the Basketball Bundesliga in the national league system.
  • 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: Pro2Serve
Triple: [Fluor-BWXT Portsmouth, hasPartner, Pro2Serve]
Generated description
Pro2Serve is an engineering and technical services company that provides specialized support to U.S. government and nuclear industry clients, particularly in national security and environmental management projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pro2Serve
Target entity description: Pro2Serve is an engineering and technical services company that provides specialized support to U.S. government and nuclear industry clients, particularly in national security and environmental management projects.
  • A. First Serve International
    First Serve International is a media production company known for its involvement in animated television projects such as the Marvel series "Wolverine and the X-Men."
  • B. Pro D2
    Pro D2 is the second-highest level of professional rugby union league in France, sitting just below the Top 14.
  • C. ProB
    ProB is a lower-tier football league in the French league system, positioned below the top professional division.
  • D. TPC2
    TPC2 is one of the time projection chambers used in the ND280 near detector of the T2K neutrino experiment to track charged particles and measure their momenta.
  • E. ProA
    ProA is the second-highest professional basketball league in Germany, sitting just below the Basketball Bundesliga in the national league system.
  • 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_69e2458750b481908a8e4cf4609cc6cf completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17ebb4ea48190b4b865e316f6a75f completed April 29, 2026, 3:44 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bae87f2548190b7e226cec45ce06a completed May 19, 2026, 12:27 a.m.
NEDg Description generation batch_6a0bb073073c819086eb73d5dfaf3887 completed May 19, 2026, 12:36 a.m.
NED2 Entity disambiguation (via description) batch_6a0bb100b2008190bc741883a9efb2df completed May 19, 2026, 12:38 a.m.
Created at: April 17, 2026, 3:37 p.m.