Triple

T18753654
Position Surface form Disambiguated ID Type / Status
Subject Herbert Croly E458590 entity
Predicate spouse P13 FINISHED
Object Louise Emory
Louise Emory was the wife of American political theorist and Progressive-era intellectual Herbert Croly.
E1500606 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: Louise Emory | Statement: [Herbert Croly, spouse, Louise Emory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louise Emory
Context triple: [Herbert Croly, spouse, Louise Emory]
  • A. Louise Franklin
    Louise Franklin was the wife of British actor George Coulouris, known primarily in relation to his personal life.
  • B. Louise Langdon Norton
    Louise Langdon Norton, better known as Louise Little, was the Grenadian-born activist and mother of Malcolm X who was involved in the Universal Negro Improvement Association and influenced her son's early political consciousness.
  • C. Olive Latham
    "Olive Latham" is a lesser-known novel by Ethel Lilian Voynich, the author of the famous revolutionary novel "The Gadfly."
  • D. Louise Thomas
    Louise Thomas was the wife of pioneering British aviation designer and test pilot Geoffrey de Havilland.
  • E. Louise Lombard
    Louise Lombard is a British actress best known for her roles in the TV series "CSI: Crime Scene Investigation" and "The House of Eliott."
  • 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: Louise Emory
Triple: [Herbert Croly, spouse, Louise Emory]
Generated description
Louise Emory was the wife of American political theorist and Progressive-era intellectual Herbert Croly.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louise Emory
Target entity description: Louise Emory was the wife of American political theorist and Progressive-era intellectual Herbert Croly.
  • A. Louise Franklin
    Louise Franklin was the wife of British actor George Coulouris, known primarily in relation to his personal life.
  • B. Louise Langdon Norton
    Louise Langdon Norton, better known as Louise Little, was the Grenadian-born activist and mother of Malcolm X who was involved in the Universal Negro Improvement Association and influenced her son's early political consciousness.
  • C. Olive Latham
    "Olive Latham" is a lesser-known novel by Ethel Lilian Voynich, the author of the famous revolutionary novel "The Gadfly."
  • D. Louise Thomas
    Louise Thomas was the wife of pioneering British aviation designer and test pilot Geoffrey de Havilland.
  • E. Louise Lombard
    Louise Lombard is a British actress best known for her roles in the TV series "CSI: Crime Scene Investigation" and "The House of Eliott."
  • 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_69d8d394dc308190b6725073f5db324c completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e579ef4ee48190a9892ac9787ffe37 completed April 20, 2026, 12:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a36590b5481909f9b278b8986f9ff completed May 17, 2026, 9:42 p.m.
NEDg Description generation batch_6a0a37879a408190b516ec16a2b23195 completed May 17, 2026, 9:47 p.m.
NED2 Entity disambiguation (via description) batch_6a0a37f8c09c8190a92f78909cfbc6e7 completed May 17, 2026, 9:49 p.m.
Created at: April 10, 2026, 11:51 a.m.