Triple

T8458770
Position Surface form Disambiguated ID Type / Status
Subject Emily Thorne E199986 entity
Predicate enemy P4567 FINISHED
Object Grayson family
The Grayson family is a wealthy and powerful Hamptons dynasty at the center of the TV series "Revenge," known for their corruption, secrets, and involvement in the wrongful downfall of Emily Thorne’s father.
E735270 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: Grayson family | Statement: [Emily Thorne, enemy, Grayson family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Grayson family
Context triple: [Emily Thorne, enemy, Grayson family]
  • A. Walker family
    The Walker family is a prominent American political and business dynasty closely connected to the Bush family through generations of influence and public service.
  • B. Walker family
    The Walker family is the central fictional family in the television drama series "Brothers & Sisters," around whom the show's personal and political storylines revolve.
  • C. Taylor family
    The Taylor family is a namesake benefactor family recognized for its significant contributions that led to the naming of Taylor Stadium at Simmons Field.
  • D. Taylor family
    The Taylor family is a prominent Hollywood dynasty best known for including legendary actress Elizabeth Taylor and her descendants, such as her son Michael Wilding Jr.
  • E. Greg family
    The Greg family was a prominent British industrialist and merchant dynasty influential in the development of the textile industry during the Industrial Revolution.
  • 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: Grayson family
Triple: [Emily Thorne, enemy, Grayson family]
Generated description
The Grayson family is a wealthy and powerful Hamptons dynasty at the center of the TV series "Revenge," known for their corruption, secrets, and involvement in the wrongful downfall of Emily Thorne’s father.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Grayson family
Target entity description: The Grayson family is a wealthy and powerful Hamptons dynasty at the center of the TV series "Revenge," known for their corruption, secrets, and involvement in the wrongful downfall of Emily Thorne’s father.
  • A. Walker family
    The Walker family is a prominent American political and business dynasty closely connected to the Bush family through generations of influence and public service.
  • B. Walker family
    The Walker family is the central fictional family in the television drama series "Brothers & Sisters," around whom the show's personal and political storylines revolve.
  • C. Taylor family
    The Taylor family is a namesake benefactor family recognized for its significant contributions that led to the naming of Taylor Stadium at Simmons Field.
  • D. Taylor family
    The Taylor family is a prominent Hollywood dynasty best known for including legendary actress Elizabeth Taylor and her descendants, such as her son Michael Wilding Jr.
  • E. Greg family
    The Greg family was a prominent British industrialist and merchant dynasty influential in the development of the textile industry during the Industrial Revolution.
  • 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_69ca83198c4c8190a337bf717d1813f5 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe49e036c8190abb50ca272266ca6 completed March 31, 2026, 3:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce1dea01c481909496ebfca4e9916e completed April 2, 2026, 7:42 a.m.
NEDg Description generation batch_69ce20130e9c81908c13e571ca8a6ad4 completed April 2, 2026, 7:51 a.m.
NED2 Entity disambiguation (via description) batch_69ce209338b48190ba8375200a5529bd completed April 2, 2026, 7:53 a.m.
Created at: March 30, 2026, 6:10 p.m.