Triple

T6383574
Position Surface form Disambiguated ID Type / Status
Subject Talcott Parsons E143643 entity
Predicate spouse P13 FINISHED
Object Helen Bancroft Walker
Helen Bancroft Walker was an American academic and statistician known for her contributions to educational measurement and for her work as a professor at Columbia University.
 E692191 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: Helen Bancroft Walker | Statement: [Talcott Parsons, spouse, Helen Bancroft Walker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Helen Bancroft Walker
Context triple: [Talcott Parsons, spouse, Helen Bancroft Walker]
  • A. Helen Walker
    Helen Walker was an American film actress of the 1940s known for her sophisticated, often enigmatic screen presence in noir and dramatic roles.
  • B. Helen Wright
    Helen Wright is a wealthy, emotionally volatile socialite who becomes romantically entangled with a young violin prodigy in the film "Humoresque."
  • C. Marjorie Fowler
    Marjorie Fowler was an American film editor known for her work on numerous Hollywood productions from the 1950s through the 1970s.
  • D. Marion Marshall
    Marion Marshall was an American film actress who appeared in numerous Hollywood movies from the 1940s through the 1960s.
  • E. Marjorie Hood
    Marjorie Hood was the first wife of American lyricist and playwright Alan Jay Lerner, known for her marriage to the celebrated Broadway writer.
  • 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: Helen Bancroft Walker
Triple: [Talcott Parsons, spouse, Helen Bancroft Walker]
Generated description
Helen Bancroft Walker was an American academic and statistician known for her contributions to educational measurement and for her work as a professor at Columbia University.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Helen Bancroft Walker
Target entity description: Helen Bancroft Walker was an American academic and statistician known for her contributions to educational measurement and for her work as a professor at Columbia University.
  • A. Helen Walker
    Helen Walker was an American film actress of the 1940s known for her sophisticated, often enigmatic screen presence in noir and dramatic roles.
  • B. Helen Wright
    Helen Wright is a wealthy, emotionally volatile socialite who becomes romantically entangled with a young violin prodigy in the film "Humoresque."
  • C. Marjorie Fowler
    Marjorie Fowler was an American film editor known for her work on numerous Hollywood productions from the 1950s through the 1970s.
  • D. Marion Marshall
    Marion Marshall was an American film actress who appeared in numerous Hollywood movies from the 1940s through the 1960s.
  • E. Marjorie Hood
    Marjorie Hood was the first wife of American lyricist and playwright Alan Jay Lerner, known for her marriage to the celebrated Broadway writer.
  • 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_69c008dac1ec81909cef8157ccd69962 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c06856434481909cbbca1c12c6e070 completed March 22, 2026, 10:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69c9eeaf4bac8190a55c83b90cf17070 completed March 30, 2026, 3:31 a.m.
NEDg Description generation batch_69c9f00f9c088190a94ec74045659aae completed March 30, 2026, 3:37 a.m.
NED2 Entity disambiguation (via description) batch_69c9f064290c81908d7a9d36f35d7afd completed March 30, 2026, 3:39 a.m.
Created at: March 22, 2026, 4:34 p.m.