Triple

T4861294
Position Surface form Disambiguated ID Type / Status
Subject Offred E108664 entity
Predicate assignedTo P3151 FINISHED
Object Serena Joy Waterford
Serena Joy Waterford is the strict, embittered Wife of a high-ranking Commander in Margaret Atwood’s "The Handmaid’s Tale," known for her complicity in and enforcement of Gilead’s oppressive regime.
E474445 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: Serena Joy Waterford | Statement: [Offred, assignedTo, Serena Joy Waterford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Serena Joy Waterford
Context triple: [Offred, assignedTo, Serena Joy Waterford]
  • A. Serena
    Serena is a central character in George Gershwin's opera "Porgy and Bess," known as a strong, devout woman who provides emotional and moral support within the Catfish Row community.
  • B. Serena
    Serena was a prominent noblewoman of the late Western Roman Empire, known as the influential wife of the powerful general Stilicho and a member of the imperial Theodosian dynasty.
  • C. Serena Ryder
    Serena Ryder is a Canadian singer-songwriter known for her soulful vocals and genre-blending folk, rock, and pop music.
  • D. Mary Williams
    Mary Williams was the wife of American planter and statesman Henry Middleton, a prominent figure in colonial South Carolina.
  • E. Serena Levy
    Serena Levy is the wife of Canadian film director and producer Shawn Levy, known for maintaining a largely private life outside of her husband's public career in Hollywood.
  • 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: Serena Joy Waterford
Triple: [Offred, assignedTo, Serena Joy Waterford]
Generated description
Serena Joy Waterford is the strict, embittered Wife of a high-ranking Commander in Margaret Atwood’s "The Handmaid’s Tale," known for her complicity in and enforcement of Gilead’s oppressive regime.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Serena Joy Waterford
Target entity description: Serena Joy Waterford is the strict, embittered Wife of a high-ranking Commander in Margaret Atwood’s "The Handmaid’s Tale," known for her complicity in and enforcement of Gilead’s oppressive regime.
  • A. Serena
    Serena is a central character in George Gershwin's opera "Porgy and Bess," known as a strong, devout woman who provides emotional and moral support within the Catfish Row community.
  • B. Serena
    Serena was a prominent noblewoman of the late Western Roman Empire, known as the influential wife of the powerful general Stilicho and a member of the imperial Theodosian dynasty.
  • C. Serena Ryder
    Serena Ryder is a Canadian singer-songwriter known for her soulful vocals and genre-blending folk, rock, and pop music.
  • D. Mary Williams
    Mary Williams was the wife of American planter and statesman Henry Middleton, a prominent figure in colonial South Carolina.
  • E. Serena Levy
    Serena Levy is the wife of Canadian film director and producer Shawn Levy, known for maintaining a largely private life outside of her husband's public career in Hollywood.
  • 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_69bd440b965081908b0557721cae6338 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6d5f62b48190b367ed1b850cfbcb completed March 20, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69be5cf921cc8190a092bb69c1981890 completed March 21, 2026, 8:55 a.m.
NEDg Description generation batch_69be5e833ca88190b89dda5cafb180fe completed March 21, 2026, 9:01 a.m.
NED2 Entity disambiguation (via description) batch_69be5eed97a08190afd99a0700f1f4c7 completed March 21, 2026, 9:03 a.m.
Created at: March 20, 2026, 1:26 p.m.