Triple

T12864881
Position Surface form Disambiguated ID Type / Status
Subject Stanhope family E307690 entity
Predicate hasMember P10 FINISHED
Object Lady Hester Stanhope
Lady Hester Stanhope was a renowned early 19th-century British aristocrat, traveler, and adventurer famed for her unconventional life in the Middle East and role as a pioneering female explorer.
E1006958 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: Lady Hester Stanhope | Statement: [Stanhope family, hasMember, Lady Hester Stanhope]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lady Hester Stanhope
Context triple: [Stanhope family, hasMember, Lady Hester Stanhope]
  • A. Mary Pitt Herschel
    Mary Pitt Herschel was the wife of astronomer William Herschel and a member of the prominent Herschel family associated with major advances in astronomy in the late 18th and early 19th centuries.
  • B. Margaret Brodie Stewart Herschel
    Margaret Brodie Stewart Herschel was the wife of British astronomer Sir John Herschel and the mother of his twelve children, known for managing the family’s domestic and social life during his scientific career.
  • C. Anna Laetitia Aikin
    Anna Laetitia Aikin, better known as Anna Laetitia Barbauld, was an influential 18th-century English poet, essayist, and children's writer associated with the early Romantic movement.
  • D. Mary Somerville
    Mary Somerville was a 19th-century Scottish mathematician, astronomer, and science writer whose work in popularizing and synthesizing scientific knowledge helped shape early modern mathematics and influenced figures like Ada Lovelace.
  • E. Caroline Herschel
    Caroline Herschel was a pioneering German-born British astronomer renowned for her discovery of several comets and for being one of the first women to receive recognition in the field of astronomy.
  • 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: Lady Hester Stanhope
Triple: [Stanhope family, hasMember, Lady Hester Stanhope]
Generated description
Lady Hester Stanhope was a renowned early 19th-century British aristocrat, traveler, and adventurer famed for her unconventional life in the Middle East and role as a pioneering female explorer.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lady Hester Stanhope
Target entity description: Lady Hester Stanhope was a renowned early 19th-century British aristocrat, traveler, and adventurer famed for her unconventional life in the Middle East and role as a pioneering female explorer.
  • A. Mary Pitt Herschel
    Mary Pitt Herschel was the wife of astronomer William Herschel and a member of the prominent Herschel family associated with major advances in astronomy in the late 18th and early 19th centuries.
  • B. Margaret Brodie Stewart Herschel
    Margaret Brodie Stewart Herschel was the wife of British astronomer Sir John Herschel and the mother of his twelve children, known for managing the family’s domestic and social life during his scientific career.
  • C. Anna Laetitia Aikin
    Anna Laetitia Aikin, better known as Anna Laetitia Barbauld, was an influential 18th-century English poet, essayist, and children's writer associated with the early Romantic movement.
  • D. Mary Somerville
    Mary Somerville was a 19th-century Scottish mathematician, astronomer, and science writer whose work in popularizing and synthesizing scientific knowledge helped shape early modern mathematics and influenced figures like Ada Lovelace.
  • E. Caroline Herschel
    Caroline Herschel was a pioneering German-born British astronomer renowned for her discovery of several comets and for being one of the first women to receive recognition in the field of astronomy.
  • 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_69d7bdf69bc48190af6c2621f28ca351 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9708cf6b48190886a99e04d85d348 completed April 10, 2026, 9:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f69bb092b88190b159f1d79156cf86 completed May 3, 2026, 12:49 a.m.
NEDg Description generation batch_69f69d7984d48190adf5409a1ac7346a completed May 3, 2026, 12:57 a.m.
NED2 Entity disambiguation (via description) batch_69f69e2abc38819095ff4977f2df9b2b completed May 3, 2026, 1 a.m.
Created at: April 9, 2026, 5:37 p.m.