Triple

T16037842
Position Surface form Disambiguated ID Type / Status
Subject Aleida Assmann E389012 entity
Predicate influencedBy P9 FINISHED
Object Maurice Halbwachs
Maurice Halbwachs was a French sociologist best known for developing the concept of collective memory and exploring how social frameworks shape individual recollection.
E1190980 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: Maurice Halbwachs | Statement: [Aleida Assmann, influencedBy, Maurice Halbwachs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maurice Halbwachs
Context triple: [Aleida Assmann, influencedBy, Maurice Halbwachs]
  • A. Alain Touraine
    Alain Touraine was a prominent French sociologist known for his influential work on social movements, modernity, and the sociology of action.
  • B. Gabriel Tarde
    Gabriel Tarde was a French sociologist, criminologist, and social theorist known for his work on imitation, innovation, and the micro-dynamics of social interaction.
  • C. Lucien Febvre
    Lucien Febvre was a pioneering French historian and co-founder of the Annales School, known for transforming the study of history through interdisciplinary and long-term social analysis.
  • D. Jean‑Luc Braud
    Jean‑Luc Braud is a French local politician serving as the mayor of the commune of Bedous in southwestern France.
  • E. Marcel Mauss
    Marcel Mauss was a pioneering French sociologist and anthropologist best known for his seminal work on gift exchange and social reciprocity, which profoundly shaped structuralist and modern social theory.
  • 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: Maurice Halbwachs
Triple: [Aleida Assmann, influencedBy, Maurice Halbwachs]
Generated description
Maurice Halbwachs was a French sociologist best known for developing the concept of collective memory and exploring how social frameworks shape individual recollection.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maurice Halbwachs
Target entity description: Maurice Halbwachs was a French sociologist best known for developing the concept of collective memory and exploring how social frameworks shape individual recollection.
  • A. Alain Touraine
    Alain Touraine was a prominent French sociologist known for his influential work on social movements, modernity, and the sociology of action.
  • B. Gabriel Tarde
    Gabriel Tarde was a French sociologist, criminologist, and social theorist known for his work on imitation, innovation, and the micro-dynamics of social interaction.
  • C. Lucien Febvre
    Lucien Febvre was a pioneering French historian and co-founder of the Annales School, known for transforming the study of history through interdisciplinary and long-term social analysis.
  • D. Jean‑Luc Braud
    Jean‑Luc Braud is a French local politician serving as the mayor of the commune of Bedous in southwestern France.
  • E. Marcel Mauss
    Marcel Mauss was a pioneering French sociologist and anthropologist best known for his seminal work on gift exchange and social reciprocity, which profoundly shaped structuralist and modern social theory.
  • 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_69d86dada3808190825d5f80d72fbe88 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1833da68881908710fb2c28e8c6d0 completed April 17, 2026, 12:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffdbd5acb48190a10e40074fffd425 completed May 10, 2026, 1:13 a.m.
NEDg Description generation batch_69ffdd527cfc8190a616a2334edffd02 completed May 10, 2026, 1:20 a.m.
NED2 Entity disambiguation (via description) batch_69ffdda1a0908190b7c880c5d66f7400 completed May 10, 2026, 1:21 a.m.
Created at: April 10, 2026, 4:56 a.m.