Triple

T22923490
Position Surface form Disambiguated ID Type / Status
Subject Pennsylvania's 18th congressional district E569227 entity
Predicate notableRepresentative P5750 FINISHED
Object Michael F. Doyle
Michael F. Doyle is an American Democratic politician who long served as a U.S. Representative from the Pittsburgh area in Pennsylvania.
 E1563376 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: Michael F. Doyle | Statement: [Pennsylvania's 18th congressional district, notableRepresentative, Michael F. Doyle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Michael F. Doyle
Context triple: [Pennsylvania's 18th congressional district, notableRepresentative, Michael F. Doyle]
  • A. Justin Francis Rigali
    Justin Francis Rigali is an American cardinal of the Roman Catholic Church who has served in prominent leadership roles, including as Archbishop of St. Louis and later Philadelphia.
  • B. Mike Doyle
    Mike Doyle is an American actor and filmmaker known for his work in film and television, including a leading role in the 2015 thriller "The Invitation."
  • C. Tom Marshall
    Tom Marshall is an American songwriter best known as the longtime lyricist and collaborator for the band Phish.
  • D. Tom Marshall
    Tom Marshall is a central character in the comedy adventure film "Without a Paddle," portrayed as a cautious and responsible friend who joins a chaotic river expedition in search of lost treasure.
  • E. Tim Murphy
    Tim Murphy is the dinosaur-obsessed grandson of John Hammond who becomes one of the central child protagonists surviving the chaos in the original Jurassic Park film.
  • 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: Michael F. Doyle
Triple: [Pennsylvania's 18th congressional district, notableRepresentative, Michael F. Doyle]
Generated description
Michael F. Doyle is an American Democratic politician who long served as a U.S. Representative from the Pittsburgh area in Pennsylvania.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Michael F. Doyle
Target entity description: Michael F. Doyle is an American Democratic politician who long served as a U.S. Representative from the Pittsburgh area in Pennsylvania.
  • A. Justin Francis Rigali
    Justin Francis Rigali is an American cardinal of the Roman Catholic Church who has served in prominent leadership roles, including as Archbishop of St. Louis and later Philadelphia.
  • B. Mike Doyle
    Mike Doyle is an American actor and filmmaker known for his work in film and television, including a leading role in the 2015 thriller "The Invitation."
  • C. Tom Marshall
    Tom Marshall is an American songwriter best known as the longtime lyricist and collaborator for the band Phish.
  • D. Tom Marshall
    Tom Marshall is a central character in the comedy adventure film "Without a Paddle," portrayed as a cautious and responsible friend who joins a chaotic river expedition in search of lost treasure.
  • E. Tim Murphy
    Tim Murphy is the dinosaur-obsessed grandson of John Hammond who becomes one of the central child protagonists surviving the chaos in the original Jurassic Park film.
  • 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_69e2458f7d008190901dccbaebeaba24 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f180d7973c8190b09a5690fd1d3f28 completed April 29, 2026, 3:53 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bca0ca50c819099f69be2ef97a2c1 completed May 19, 2026, 2:25 a.m.
NEDg Description generation batch_6a0bcc1638c08190ba7c923b936ca494 completed May 19, 2026, 2:33 a.m.
NED2 Entity disambiguation (via description) batch_6a0bcc74df908190a97838c484d794a4 completed May 19, 2026, 2:35 a.m.
Created at: April 17, 2026, 3:43 p.m.