Triple

T5252729
Position Surface form Disambiguated ID Type / Status
Subject James Hamilton, 5th Duke of Hamilton E118625 entity
Predicate spouse P13 FINISHED
Object Anne Spencer
Anne Spencer was an 18th-century British noblewoman who became Duchess of Hamilton through her marriage to James Hamilton, 5th Duke of Hamilton.
 E506385 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: Anne Spencer | Statement: [James Hamilton, 5th Duke of Hamilton, spouse, Anne Spencer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Anne Spencer
Context triple: [James Hamilton, 5th Duke of Hamilton, spouse, Anne Spencer]
  • A. Anne Spencer Morrow
    Anne Spencer Morrow was an American author and aviator best known as the wife and flying partner of famed aviator Charles Lindbergh.
  • B. Elizabeth Hopkins
    Elizabeth Hopkins was a colonial-era New England woman known primarily as a member of the prominent Hopkins family, being the daughter of early Rhode Island leader Stephen Hopkins.
  • C. Helen Hartnett
    Helen Hartnett is a notable individual who shares the Hartnett surname, recognized among the distinguished bearers of that family name.
  • D. Edith Snodgrass
    Edith Snodgrass is a notable individual distinguished enough to be recognized as a prominent bearer of the Snodgrass surname.
  • E. Elizabeth Allen
    Elizabeth Allen was an American actress and singer best known for her work on Broadway and in film and television during the mid-20th century.
  • 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: Anne Spencer
Triple: [James Hamilton, 5th Duke of Hamilton, spouse, Anne Spencer]
Generated description
Anne Spencer was an 18th-century British noblewoman who became Duchess of Hamilton through her marriage to James Hamilton, 5th Duke of Hamilton.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Anne Spencer
Target entity description: Anne Spencer was an 18th-century British noblewoman who became Duchess of Hamilton through her marriage to James Hamilton, 5th Duke of Hamilton.
  • A. Anne Spencer Morrow
    Anne Spencer Morrow was an American author and aviator best known as the wife and flying partner of famed aviator Charles Lindbergh.
  • B. Elizabeth Hopkins
    Elizabeth Hopkins was a colonial-era New England woman known primarily as a member of the prominent Hopkins family, being the daughter of early Rhode Island leader Stephen Hopkins.
  • C. Helen Hartnett
    Helen Hartnett is a notable individual who shares the Hartnett surname, recognized among the distinguished bearers of that family name.
  • D. Edith Snodgrass
    Edith Snodgrass is a notable individual distinguished enough to be recognized as a prominent bearer of the Snodgrass surname.
  • E. Elizabeth Allen
    Elizabeth Allen was an American actress and singer best known for her work on Broadway and in film and television during the mid-20th century.
  • 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_69bd446978108190bb5f9c5c23d93f88 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7b7cd7f4819098e591df07564a52 completed March 20, 2026, 4:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69befe72c91c8190ab0f988dca420399 completed March 21, 2026, 8:24 p.m.
NEDg Description generation batch_69beff668dbc8190bc71c8dae2b5ca72 completed March 21, 2026, 8:28 p.m.
NED2 Entity disambiguation (via description) batch_69bf00120fe88190817badb72977566e completed March 21, 2026, 8:31 p.m.
Created at: March 20, 2026, 1:50 p.m.