Triple

T10961681
Position Surface form Disambiguated ID Type / Status
Subject mental hygiene movement E258988 entity
Predicate hasKeyFigure P810 FINISHED
Object Clifford Whittingham Beers
Clifford Whittingham Beers was an American mental health reformer whose personal experiences with psychiatric hospitalization led him to found the modern mental hygiene movement and advocate for more humane treatment of people with mental illness.
E896325 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: Clifford Whittingham Beers | Statement: [mental hygiene movement, hasKeyFigure, Clifford Whittingham Beers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Clifford Whittingham Beers
Context triple: [mental hygiene movement, hasKeyFigure, Clifford Whittingham Beers]
  • A. Dorothea Dix
    Dorothea Dix was a 19th-century American social reformer best known for her pioneering work in improving conditions for the mentally ill and advocating for the creation of state mental hospitals.
  • B. Helene Jellinek
    Helene Jellinek was a member of the Jellinek family associated with the early history of the Mercedes automobile brand.
  • C. William B. Breuer
    William B. Breuer was an American military historian and author known for his popular narrative books on World War II and other 20th-century conflicts.
  • D. Maurice Janet
    Maurice Janet was a French mathematician known for his foundational work in differential equations and differential geometry, including results later associated with the Janet–Cartan theorem.
  • E. F.X. Toole
    F.X. Toole was the pen name of American boxing trainer and cutman Jerry Boyd, best known for his short story collection "Rope Burns," which inspired the film "Million Dollar Baby."
  • 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: Clifford Whittingham Beers
Triple: [mental hygiene movement, hasKeyFigure, Clifford Whittingham Beers]
Generated description
Clifford Whittingham Beers was an American mental health reformer whose personal experiences with psychiatric hospitalization led him to found the modern mental hygiene movement and advocate for more humane treatment of people with mental illness.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Clifford Whittingham Beers
Target entity description: Clifford Whittingham Beers was an American mental health reformer whose personal experiences with psychiatric hospitalization led him to found the modern mental hygiene movement and advocate for more humane treatment of people with mental illness.
  • A. Dorothea Dix
    Dorothea Dix was a 19th-century American social reformer best known for her pioneering work in improving conditions for the mentally ill and advocating for the creation of state mental hospitals.
  • B. Helene Jellinek
    Helene Jellinek was a member of the Jellinek family associated with the early history of the Mercedes automobile brand.
  • C. William B. Breuer
    William B. Breuer was an American military historian and author known for his popular narrative books on World War II and other 20th-century conflicts.
  • D. Maurice Janet
    Maurice Janet was a French mathematician known for his foundational work in differential equations and differential geometry, including results later associated with the Janet–Cartan theorem.
  • E. F.X. Toole
    F.X. Toole was the pen name of American boxing trainer and cutman Jerry Boyd, best known for his short story collection "Rope Burns," which inspired the film "Million Dollar Baby."
  • 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_69d6aa88500c819097d7032ca578e74f completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7712bf65c8190b847784d885876fd completed April 9, 2026, 9:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69e2d761d3c48190af8e0aedf96ee99f completed April 18, 2026, 12:59 a.m.
NEDg Description generation batch_69e2fab58f588190ae2d33f32e71333b completed April 18, 2026, 3:29 a.m.
NED2 Entity disambiguation (via description) batch_69e317809c0881909e793db965194014 completed April 18, 2026, 5:32 a.m.
Created at: April 8, 2026, 9:23 p.m.