Triple

T15766168
Position Surface form Disambiguated ID Type / Status
Subject Maryland's 6th congressional district E382225 entity
Predicate currentRepresentative P537 FINISHED
Object David Trone
David Trone is an American businessman and Democratic politician serving as a U.S. Representative from Maryland.
E1175541 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: David Trone | Statement: [Maryland's 6th congressional district, currentRepresentative, David Trone]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Trone
Context triple: [Maryland's 6th congressional district, currentRepresentative, David Trone]
  • A. Chris Van Hollen
    Chris Van Hollen is a Democratic U.S. Senator from Maryland and former longtime member of the House of Representatives known for his work on budget, education, and environmental issues.
  • B. Jens Steube
    Jens Steube is a prominent computer security researcher best known as the creator and lead developer of the Hashcat password recovery tool.
  • C. Tom Malinowski
    Tom Malinowski is an American diplomat and Democratic politician who served in the U.S. House of Representatives representing a New Jersey district in the late 2010s and early 2020s.
  • D. Marty Mikalski
    Marty Mikalski is the paranoid, stoner college student whose unexpected insight and survival instincts play a crucial role in the horror-comedy film "The Cabin in the Woods."
  • E. Adam Schiff
    Adam Schiff is an American Democratic politician and lawyer who has served as a U.S. Representative from California and gained national prominence for his role in high-profile congressional investigations and impeachment proceedings.
  • 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: David Trone
Triple: [Maryland's 6th congressional district, currentRepresentative, David Trone]
Generated description
David Trone is an American businessman and Democratic politician serving as a U.S. Representative from Maryland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Trone
Target entity description: David Trone is an American businessman and Democratic politician serving as a U.S. Representative from Maryland.
  • A. Chris Van Hollen
    Chris Van Hollen is a Democratic U.S. Senator from Maryland and former longtime member of the House of Representatives known for his work on budget, education, and environmental issues.
  • B. Jens Steube
    Jens Steube is a prominent computer security researcher best known as the creator and lead developer of the Hashcat password recovery tool.
  • C. Tom Malinowski
    Tom Malinowski is an American diplomat and Democratic politician who served in the U.S. House of Representatives representing a New Jersey district in the late 2010s and early 2020s.
  • D. Marty Mikalski
    Marty Mikalski is the paranoid, stoner college student whose unexpected insight and survival instincts play a crucial role in the horror-comedy film "The Cabin in the Woods."
  • E. Adam Schiff
    Adam Schiff is an American Democratic politician and lawyer who has served as a U.S. Representative from California and gained national prominence for his role in high-profile congressional investigations and impeachment proceedings.
  • 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_69d86da09a10819082fe9797b23e4664 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e050b8154881908afe5191e6424f15 completed April 16, 2026, 3 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff87789914819097b56482cb8984c7 completed May 9, 2026, 7:14 p.m.
NEDg Description generation batch_69ff887dc9cc81908833f9881647d82f completed May 9, 2026, 7:18 p.m.
NED2 Entity disambiguation (via description) batch_69ff8970b85081909c8eb114851841f1 completed May 9, 2026, 7:22 p.m.
Created at: April 10, 2026, 4:47 a.m.