Triple

T21091208
Position Surface form Disambiguated ID Type / Status
Subject The Essential Gandhi E519640 entity
Predicate editor P1954 FINISHED
Object Louis Fischer
Louis Fischer was an American journalist, author, and biographer best known for his writings on international affairs and his influential works on Mahatma Gandhi and Soviet Russia.
 E1514374 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 Fischer | Statement: [The Essential Gandhi, editor, Louis Fischer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Louis Fischer
Context triple: [The Essential Gandhi, editor, Louis Fischer]
  • A. Louis Fischer
    Louis Fischer was an American entrepreneur best known as the founder of the Gino's Hamburgers fast-food restaurant chain.
  • B. Charles Schoenbaum
    Charles Schoenbaum was an American cinematographer known for his work on numerous Hollywood films during the mid-20th century.
  • C. Walter Blum
    Walter Blum is a German mathematician known for his contributions to algebra and mathematical education.
  • D. William Berger
    William Berger was an Austrian-born actor best known for his prolific work in Italian genre cinema, particularly Spaghetti Westerns of the 1960s and 1970s.
  • E. Louis Gruenberg
    Louis Gruenberg was a 20th-century American composer and pianist known for his operas, film scores, and contributions to modern classical music.
  • 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 Fischer
Triple: [The Essential Gandhi, editor, Louis Fischer]
Generated description
Louis Fischer was an American journalist, author, and biographer best known for his writings on international affairs and his influential works on Mahatma Gandhi and Soviet Russia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Louis Fischer
Target entity description: Louis Fischer was an American journalist, author, and biographer best known for his writings on international affairs and his influential works on Mahatma Gandhi and Soviet Russia.
  • A. Louis Fischer
    Louis Fischer was an American entrepreneur best known as the founder of the Gino's Hamburgers fast-food restaurant chain.
  • B. Charles Schoenbaum
    Charles Schoenbaum was an American cinematographer known for his work on numerous Hollywood films during the mid-20th century.
  • C. Walter Blum
    Walter Blum is a German mathematician known for his contributions to algebra and mathematical education.
  • D. William Berger
    William Berger was an Austrian-born actor best known for his prolific work in Italian genre cinema, particularly Spaghetti Westerns of the 1960s and 1970s.
  • E. Louis Gruenberg
    Louis Gruenberg was a 20th-century American composer and pianist known for his operas, film scores, and contributions to modern classical music.
  • 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_69e0b507dd9081908fb8bfcbef4c8b46 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e7094ea7f881909db83bf6961b41ec completed April 21, 2026, 5:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a735b9e5881909ec8672fd82c1068 completed May 18, 2026, 2:03 a.m.
NEDg Description generation batch_6a0a74e81da881908c73d864258dcdd5 completed May 18, 2026, 2:09 a.m.
NED2 Entity disambiguation (via description) batch_6a0a75cbb2408190b058713432b048a2 completed May 18, 2026, 2:13 a.m.
Created at: April 16, 2026, 2:51 p.m.