Triple

T17031926
Position Surface form Disambiguated ID Type / Status
Subject Pennsylvania's 15th congressional district E413218 entity
Predicate previousRepresentative P97 FINISHED
Object Charlie Dent
Charlie Dent is an American Republican politician who represented Pennsylvania in the U.S. House of Representatives from 2005 to 2018.
E1246251 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: Charlie Dent | Statement: [Pennsylvania's 15th congressional district, previousRepresentative, Charlie Dent]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Charlie Dent
Context triple: [Pennsylvania's 15th congressional district, previousRepresentative, Charlie Dent]
  • A. Jeff Cunningham
    Jeff Cunningham is a former professional soccer forward best known as one of Major League Soccer’s most prolific goal scorers.
  • B. Peter Krikes
    Peter Krikes is a screenwriter best known for co-writing the science fiction film "Star Trek IV: The Voyage Home."
  • C. Bob Brady
    Bob Brady is a film editor best known for his work on the horror sequel "A Nightmare on Elm Street 2: Freddy's Revenge."
  • D. Steve Graham
    Steve Graham is a central character in the 2018 horror film "Hereditary," portrayed as the emotionally reserved father struggling to hold his family together amid escalating supernatural and psychological terror.
  • E. Steve Graham
    Steve Graham is the father of Charlie Graham.
  • 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: Charlie Dent
Triple: [Pennsylvania's 15th congressional district, previousRepresentative, Charlie Dent]
Generated description
Charlie Dent is an American Republican politician who represented Pennsylvania in the U.S. House of Representatives from 2005 to 2018.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Charlie Dent
Target entity description: Charlie Dent is an American Republican politician who represented Pennsylvania in the U.S. House of Representatives from 2005 to 2018.
  • A. Jeff Cunningham
    Jeff Cunningham is a former professional soccer forward best known as one of Major League Soccer’s most prolific goal scorers.
  • B. Peter Krikes
    Peter Krikes is a screenwriter best known for co-writing the science fiction film "Star Trek IV: The Voyage Home."
  • C. Bob Brady
    Bob Brady is a film editor best known for his work on the horror sequel "A Nightmare on Elm Street 2: Freddy's Revenge."
  • D. Steve Graham
    Steve Graham is a central character in the 2018 horror film "Hereditary," portrayed as the emotionally reserved father struggling to hold his family together amid escalating supernatural and psychological terror.
  • E. Steve Graham
    Steve Graham is the father of Charlie Graham.
  • 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_69d886cd18288190b006abab23f811b7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d5d9e7d481909d3d5bd241bd68f1 completed April 18, 2026, 7:04 p.m.
NED1 Entity disambiguation (via context triple) batch_6a011b5748bc8190832737a70219e7a1 completed May 10, 2026, 11:57 p.m.
NEDg Description generation batch_6a011c99c3948190ac3d3d9059dbb57e completed May 11, 2026, 12:02 a.m.
NED2 Entity disambiguation (via description) batch_6a011d4b53d081909781235ded1c2b35 completed May 11, 2026, 12:05 a.m.
Created at: April 10, 2026, 5:33 a.m.