Triple

T11582894
Position Surface form Disambiguated ID Type / Status
Subject North Carolina's 4th congressional district E274672 entity
Predicate hasHeldSince P95512 FINISHED
Object Deborah K. Ross, January 3, 2021
Deborah K. Ross is an American Democratic politician and attorney serving as the U.S. Representative for North Carolina’s 2nd congressional district.
E934822 NE FINISHED

How this triple was built (5 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: Deborah K. Ross, January 3, 2021 | Statement: [North Carolina's 4th congressional district, hasHeldSince, Deborah K. Ross, January 3, 2021]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Deborah K. Ross, January 3, 2021
Context triple: [North Carolina's 4th congressional district, hasHeldSince, Deborah K. Ross, January 3, 2021]
  • A. Deborah Reed
    Deborah Reed is best known as the wife of American actor Ving Rhames.
  • B. Deborah Jeanne Rowe
    Deborah Jeanne Rowe is an American woman best known as the ex-wife of pop icon Michael Jackson and the mother of two of his children.
  • C. Wendy M. Ross
    Wendy M. Ross is an American sculptor known for her public monuments and figurative bronze works installed in prominent civic spaces.
  • D. Deborah Prentice
    Deborah Prentice is an American social psychologist and academic leader known for her work on social norms and for serving as Vice-Chancellor of the University of Cambridge.
  • E. Deborah Read
    Deborah Read was the common-law wife and lifelong partner of American statesman and inventor Benjamin Franklin, known for managing their Philadelphia household and business affairs during his frequent absences.
  • 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: Deborah K. Ross, January 3, 2021
Triple: [North Carolina's 4th congressional district, hasHeldSince, Deborah K. Ross, January 3, 2021]
Generated description
Deborah K. Ross is an American Democratic politician and attorney serving as the U.S. Representative for North Carolina’s 2nd congressional district.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Deborah K. Ross, January 3, 2021
Target entity description: Deborah K. Ross is an American Democratic politician and attorney serving as the U.S. Representative for North Carolina’s 2nd congressional district.
  • A. Deborah Reed
    Deborah Reed is best known as the wife of American actor Ving Rhames.
  • B. Deborah Jeanne Rowe
    Deborah Jeanne Rowe is an American woman best known as the ex-wife of pop icon Michael Jackson and the mother of two of his children.
  • C. Wendy M. Ross
    Wendy M. Ross is an American sculptor known for her public monuments and figurative bronze works installed in prominent civic spaces.
  • D. Deborah Prentice
    Deborah Prentice is an American social psychologist and academic leader known for her work on social norms and for serving as Vice-Chancellor of the University of Cambridge.
  • E. Deborah Read
    Deborah Read was the common-law wife and lifelong partner of American statesman and inventor Benjamin Franklin, known for managing their Philadelphia household and business affairs during his frequent absences.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasHeldSince
Context triple: [North Carolina's 4th congressional district, hasHeldSince, Deborah K. Ross, January 3, 2021]
  • A. hasBeenHeldBy chosen
    Indicates that an entity has previously possessed, controlled, or occupied another entity for some duration in the past.
  • B. hasHeldBy
    Indicates that one entity has been physically or conceptually grasped, possessed, or kept in the control of another entity.
  • C. hasPreviouslyBeenHeldIn
    Indicates that an entity was located, confined, or kept in a particular place or container at some time in the past.
  • D. lastHeldIn
    Indicates that an event or state most recently took place or was hosted in a particular location or context.
  • E. hasHolding
    Indicates that one entity possesses, controls, or maintains ownership or custody of another entity as an asset or item.
  • F. None of above.

Provenance (6 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_69d6aae6b14c81908dc5a74bad7591f9 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8904db5748190ae5f10ae86ccdf46 completed April 10, 2026, 5:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69e7142d442c8190a48372e0e17db517 completed April 21, 2026, 6:07 a.m.
NEDg Description generation batch_69e720fb192881909c129f93c8b88f42 completed April 21, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69e7233efb6c81909dbf1aef080f5598 completed April 21, 2026, 7:11 a.m.
PD Predicate disambiguation batch_69d85dcbacd0819094d4a1237055affa completed April 10, 2026, 2:17 a.m.
Created at: April 8, 2026, 9:38 p.m.