Triple

T1036675
Position Surface form Disambiguated ID Type / Status
Subject Seamus Heaney E22377 entity
Predicate spouse P13 FINISHED
Object Marie Heaney
Marie Heaney is an Irish writer and editor known for her work on Irish mythology and folklore, as well as for being married to Nobel laureate poet Seamus Heaney.
E122108 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: Marie Heaney | Statement: [Seamus Heaney, spouse, Marie Heaney]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marie Heaney
Context triple: [Seamus Heaney, spouse, Marie Heaney]
  • A. Mary Josephine Hannon Fitzgerald
    Mary Josephine Hannon Fitzgerald was an Irish-American matriarch of the prominent Fitzgerald political family of Boston and grandmother of U.S. President John F. Kennedy.
  • B. Mary Therese Winifred Bourke
    Mary Therese Winifred Bourke is the birth name of Mary Robinson, the Irish lawyer and politician who served as the first female President of Ireland and later as UN High Commissioner for Human Rights.
  • C. Susan Flannery
    Susan Flannery is an American actress best known for her long-running roles on the soap operas "Days of Our Lives" and "The Bold and the Beautiful," for which she received critical acclaim and multiple major awards.
  • D. Elizabeth Flanagan
    Elizabeth Flanagan was the wife of C. Everett Koop, the prominent U.S. Surgeon General known for his influential public health advocacy.
  • E. Joanne Rogers
    Joanne Rogers was an American concert pianist and television personality best known as the longtime wife and collaborator of children's television icon Fred Rogers and as a prominent advocate for his legacy.
  • 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: Marie Heaney
Triple: [Seamus Heaney, spouse, Marie Heaney]
Generated description
Marie Heaney is an Irish writer and editor known for her work on Irish mythology and folklore, as well as for being married to Nobel laureate poet Seamus Heaney.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marie Heaney
Target entity description: Marie Heaney is an Irish writer and editor known for her work on Irish mythology and folklore, as well as for being married to Nobel laureate poet Seamus Heaney.
  • A. Mary Josephine Hannon Fitzgerald
    Mary Josephine Hannon Fitzgerald was an Irish-American matriarch of the prominent Fitzgerald political family of Boston and grandmother of U.S. President John F. Kennedy.
  • B. Mary Therese Winifred Bourke
    Mary Therese Winifred Bourke is the birth name of Mary Robinson, the Irish lawyer and politician who served as the first female President of Ireland and later as UN High Commissioner for Human Rights.
  • C. Susan Flannery
    Susan Flannery is an American actress best known for her long-running roles on the soap operas "Days of Our Lives" and "The Bold and the Beautiful," for which she received critical acclaim and multiple major awards.
  • D. Elizabeth Flanagan
    Elizabeth Flanagan was the wife of C. Everett Koop, the prominent U.S. Surgeon General known for his influential public health advocacy.
  • E. Joanne Rogers
    Joanne Rogers was an American concert pianist and television personality best known as the longtime wife and collaborator of children's television icon Fred Rogers and as a prominent advocate for his legacy.
  • 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_69a493d848848190aed4011b34b2e8d3 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b82a1014819085bfc077e24c9742 completed March 1, 2026, 10:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac3bc378fc8190846d5ffce73371dd completed March 7, 2026, 2:52 p.m.
NEDg Description generation batch_69ac3df28858819091c594a9cb2aab07 completed March 7, 2026, 3:02 p.m.
NED2 Entity disambiguation (via description) batch_69ac3e5b716c8190b95fde14ee6c434a completed March 7, 2026, 3:03 p.m.
Created at: March 1, 2026, 7:41 p.m.