Triple

T21719468
Position Surface form Disambiguated ID Type / Status
Subject John William Mackay E536115 entity
Predicate spouse P13 FINISHED
Object Marie Louise Hungerford
Marie Louise Hungerford was the wife of American industrialist and Comstock Lode mining magnate John William Mackay, noted for her role in Gilded Age high society.
E1497887 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 Louise Hungerford | Statement: [John William Mackay, spouse, Marie Louise Hungerford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marie Louise Hungerford
Context triple: [John William Mackay, spouse, Marie Louise Hungerford]
  • A. Marie-Louise Ayres
    Marie-Louise Ayres is an Australian librarian and senior cultural heritage leader who serves as Director-General of the National Library of Australia.
  • B. Marie Louise d’Aspremont-Lynden
    Marie Louise d’Aspremont-Lynden was a noblewoman of the House of Aspremont-Lynden who became Duchess of Lorraine through her marriage to Charles IV.
  • C. Marie Louise Pelline de Dalberg
    Marie Louise Pelline de Dalberg was a German-born noblewoman of the Dalberg family who became an English aristocrat and the mother of historian and politician Lord Acton.
  • D. Maria Caroline Gibert de Lametz
    Maria Caroline Gibert de Lametz was a French-born actress who became Princess of Monaco through her marriage to Prince Florestan I and was the mother of Charles III of Monaco.
  • E. Antoinette de Watteville
    Antoinette de Watteville was a Swiss aristocrat and muse best known as the wife and frequent model of the painter Balthus.
  • 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 Louise Hungerford
Triple: [John William Mackay, spouse, Marie Louise Hungerford]
Generated description
Marie Louise Hungerford was the wife of American industrialist and Comstock Lode mining magnate John William Mackay, noted for her role in Gilded Age high society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marie Louise Hungerford
Target entity description: Marie Louise Hungerford was the wife of American industrialist and Comstock Lode mining magnate John William Mackay, noted for her role in Gilded Age high society.
  • A. Marie-Louise Ayres
    Marie-Louise Ayres is an Australian librarian and senior cultural heritage leader who serves as Director-General of the National Library of Australia.
  • B. Marie Louise d’Aspremont-Lynden
    Marie Louise d’Aspremont-Lynden was a noblewoman of the House of Aspremont-Lynden who became Duchess of Lorraine through her marriage to Charles IV.
  • C. Marie Louise Pelline de Dalberg
    Marie Louise Pelline de Dalberg was a German-born noblewoman of the Dalberg family who became an English aristocrat and the mother of historian and politician Lord Acton.
  • D. Maria Caroline Gibert de Lametz
    Maria Caroline Gibert de Lametz was a French-born actress who became Princess of Monaco through her marriage to Prince Florestan I and was the mother of Charles III of Monaco.
  • E. Antoinette de Watteville
    Antoinette de Watteville was a Swiss aristocrat and muse best known as the wife and frequent model of the painter Balthus.
  • 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_69e0c46c6dd88190a595375fa6ebd701 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69efd96de818819084c268d4775a8e3a completed April 27, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a24b79c108190af57665372a88c2c completed May 17, 2026, 8:27 p.m.
NEDg Description generation batch_6a0a2698fb408190b0ad72d4fdb74ded completed May 17, 2026, 8:35 p.m.
NED2 Entity disambiguation (via description) batch_6a0a274893d8819084c55439fe1eb686 completed May 17, 2026, 8:38 p.m.
Created at: April 16, 2026, 6:47 p.m.