Triple

T2404684
Position Surface form Disambiguated ID Type / Status
Subject Assata Shakur E50247 entity
Predicate spouse P13 FINISHED
Object Louis Chesimard
Louis Chesimard is known primarily as the spouse of Assata Shakur, the former Black Liberation Army member and political activist.
E262948 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: Louis Chesimard | Statement: [Assata Shakur, spouse, Louis Chesimard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louis Chesimard
Context triple: [Assata Shakur, spouse, Louis Chesimard]
  • A. Jean-Baptiste Le Blond
    Jean-Baptiste Le Blond was a French architect and landscape designer of the early 18th century, known for bringing French formal garden and architectural styles to Russia under Peter the Great.
  • B. Gabriel Astruc
    Gabriel Astruc was a French impresario and publisher best known for organizing major musical and theatrical events in early 20th-century Paris, including collaborations with leading composers and artists of his time.
  • C. Jean-Baptiste Perronneau
    Jean-Baptiste Perronneau was an 18th-century French painter renowned for his refined pastel portraits and subtle psychological characterizations of his sitters.
  • D. Ferdinand de Marsin
    Ferdinand de Marsin was a French general and marshal of France who served prominently during the War of the Spanish Succession.
  • E. Charles Filiger
    Charles Filiger was a French Post-Impressionist painter associated with the Pont-Aven School, known for his symbolist, cloisonnist landscapes and religious works.
  • 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: Louis Chesimard
Triple: [Assata Shakur, spouse, Louis Chesimard]
Generated description
Louis Chesimard is known primarily as the spouse of Assata Shakur, the former Black Liberation Army member and political activist.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louis Chesimard
Target entity description: Louis Chesimard is known primarily as the spouse of Assata Shakur, the former Black Liberation Army member and political activist.
  • A. Jean-Baptiste Le Blond
    Jean-Baptiste Le Blond was a French architect and landscape designer of the early 18th century, known for bringing French formal garden and architectural styles to Russia under Peter the Great.
  • B. Gabriel Astruc
    Gabriel Astruc was a French impresario and publisher best known for organizing major musical and theatrical events in early 20th-century Paris, including collaborations with leading composers and artists of his time.
  • C. Jean-Baptiste Perronneau
    Jean-Baptiste Perronneau was an 18th-century French painter renowned for his refined pastel portraits and subtle psychological characterizations of his sitters.
  • D. Ferdinand de Marsin
    Ferdinand de Marsin was a French general and marshal of France who served prominently during the War of the Spanish Succession.
  • E. Charles Filiger
    Charles Filiger was a French Post-Impressionist painter associated with the Pont-Aven School, known for his symbolist, cloisonnist landscapes and religious works.
  • 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_69a88b0339a88190a1207333cd271cc9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc8fa151081909bc6be528b29b315 completed March 7, 2026, 6:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69aeb3e740c88190872aa1a7834d73b0 completed March 9, 2026, 11:49 a.m.
NEDg Description generation batch_69aeb4b942b08190addc2885fbda0e41 completed March 9, 2026, 11:53 a.m.
NED2 Entity disambiguation (via description) batch_69aeb557247c8190920ce3a5db388800 completed March 9, 2026, 11:56 a.m.
Created at: March 4, 2026, 7:58 p.m.