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.