Triple

T7148116
Position Surface form Disambiguated ID Type / Status
Subject Joe Trippi E166619 entity
Predicate employer P7 FINISHED
Object Trippi, McMahon & Squier
Trippi, McMahon & Squier is a political consulting and media strategy firm co-founded by Democratic strategist Joe Trippi, known for its work on high-profile U.S. political campaigns.
E645639 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: Trippi, McMahon & Squier | Statement: [Joe Trippi, employer, Trippi, McMahon & Squier]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Trippi, McMahon & Squier
Context triple: [Joe Trippi, employer, Trippi, McMahon & Squier]
  • A. Copaken, White & Blitt
    Copaken, White & Blitt is a Kansas City–based commercial real estate development and management firm known for developing major retail and mixed-use properties in the Midwest.
  • B. Bozzio Levin Stevens
    Bozzio Levin Stevens is an instrumental rock and fusion supergroup featuring drummer Terry Bozzio, bassist Tony Levin, and guitarist Steve Stevens, known for their virtuosic, improvisation-heavy performances.
  • C. Armet & Davis
    Armet & Davis was a mid-20th-century American architectural firm best known for its futuristic, space-age commercial designs that helped define the Googie style, especially in coffee shops and roadside restaurants.
  • D. Adler & Sullivan
    Adler & Sullivan was a pioneering late-19th-century American architectural firm, led by Dankmar Adler and Louis Sullivan, renowned for its influential early skyscraper designs and key role in shaping modern architecture in Chicago.
  • E. Simpson, Spence & Young
    Simpson, Spence & Young is a New York–based international shipbroking and maritime services firm historically associated with businessman Ernest Aldrich Simpson.
  • 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: Trippi, McMahon & Squier
Triple: [Joe Trippi, employer, Trippi, McMahon & Squier]
Generated description
Trippi, McMahon & Squier is a political consulting and media strategy firm co-founded by Democratic strategist Joe Trippi, known for its work on high-profile U.S. political campaigns.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Trippi, McMahon & Squier
Target entity description: Trippi, McMahon & Squier is a political consulting and media strategy firm co-founded by Democratic strategist Joe Trippi, known for its work on high-profile U.S. political campaigns.
  • A. Copaken, White & Blitt
    Copaken, White & Blitt is a Kansas City–based commercial real estate development and management firm known for developing major retail and mixed-use properties in the Midwest.
  • B. Bozzio Levin Stevens
    Bozzio Levin Stevens is an instrumental rock and fusion supergroup featuring drummer Terry Bozzio, bassist Tony Levin, and guitarist Steve Stevens, known for their virtuosic, improvisation-heavy performances.
  • C. Armet & Davis
    Armet & Davis was a mid-20th-century American architectural firm best known for its futuristic, space-age commercial designs that helped define the Googie style, especially in coffee shops and roadside restaurants.
  • D. Adler & Sullivan
    Adler & Sullivan was a pioneering late-19th-century American architectural firm, led by Dankmar Adler and Louis Sullivan, renowned for its influential early skyscraper designs and key role in shaping modern architecture in Chicago.
  • E. Simpson, Spence & Young
    Simpson, Spence & Young is a New York–based international shipbroking and maritime services firm historically associated with businessman Ernest Aldrich Simpson.
  • 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_69c68886779c8190a8e3fbabffe68253 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e7d6313c8190bdd34e700fc65502 completed March 27, 2026, 8:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7ada513388190a02a3733bfedf0f7 completed March 28, 2026, 10:29 a.m.
NEDg Description generation batch_69c7ae830c74819091d6d65ac6fba32b completed March 28, 2026, 10:33 a.m.
NED2 Entity disambiguation (via description) batch_69c7af1133b08190a32dccf82015c19e completed March 28, 2026, 10:36 a.m.
Created at: March 27, 2026, 2:46 p.m.