Triple

T20822666
Position Surface form Disambiguated ID Type / Status
Subject The Planning of Freedom E512615 entity
Predicate author P4 FINISHED
Object Abba Ptachya Lerner
Abba Ptachya Lerner was a 20th-century economist known for his contributions to welfare economics, functional finance, and the theory of market socialism.
E1452302 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: Abba Ptachya Lerner | Statement: [The Planning of Freedom, author, Abba Ptachya Lerner]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Abba Ptachya Lerner
Context triple: [The Planning of Freedom, author, Abba Ptachya Lerner]
  • A. Fritz Peter
    Fritz Peter was a mathematician best known for co-formulating the Peter–Weyl theorem, a foundational result in the representation theory of compact topological groups.
  • B. Benny Chor
    Benny Chor is an Israeli computer scientist known for his influential contributions to cryptography, computational complexity, and distributed computing.
  • C. Budd Grossman
    Budd Grossman is a television writer and producer best known for his work on classic American sitcoms, including creating the character Arnold Jackson from "Diff'rent Strokes."
  • D. Neal Hefti
    Neal Hefti was an American jazz trumpeter, composer, and arranger best known for his big band work and iconic television and film scores, including the theme for the 1960s Batman series.
  • E. Milton Gabler
    Milton Gabler was an influential American record producer and songwriter known for his pioneering work in jazz and early rock and roll, including producing hits for artists like Billie Holiday and Bill Haley & His Comets.
  • 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: Abba Ptachya Lerner
Triple: [The Planning of Freedom, author, Abba Ptachya Lerner]
Generated description
Abba Ptachya Lerner was a 20th-century economist known for his contributions to welfare economics, functional finance, and the theory of market socialism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Abba Ptachya Lerner
Target entity description: Abba Ptachya Lerner was a 20th-century economist known for his contributions to welfare economics, functional finance, and the theory of market socialism.
  • A. Fritz Peter
    Fritz Peter was a mathematician best known for co-formulating the Peter–Weyl theorem, a foundational result in the representation theory of compact topological groups.
  • B. Benny Chor
    Benny Chor is an Israeli computer scientist known for his influential contributions to cryptography, computational complexity, and distributed computing.
  • C. Budd Grossman
    Budd Grossman is a television writer and producer best known for his work on classic American sitcoms, including creating the character Arnold Jackson from "Diff'rent Strokes."
  • D. Neal Hefti
    Neal Hefti was an American jazz trumpeter, composer, and arranger best known for his big band work and iconic television and film scores, including the theme for the 1960s Batman series.
  • E. Milton Gabler
    Milton Gabler was an influential American record producer and songwriter known for his pioneering work in jazz and early rock and roll, including producing hits for artists like Billie Holiday and Bill Haley & His Comets.
  • 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_69e0b4ce39108190a6e8e5df4f1c8dc5 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c2fb49148190bdad1b51e7dac43a completed April 21, 2026, 12:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a090079c5688190a9ba9f6e8f69c64e completed May 16, 2026, 11:40 p.m.
NEDg Description generation batch_6a090146ab948190a6c76f5c978b5268 completed May 16, 2026, 11:44 p.m.
NED2 Entity disambiguation (via description) batch_6a0902070ca081908e75dddcda808eea completed May 16, 2026, 11:47 p.m.
Created at: April 16, 2026, 12:41 p.m.