Triple

T4804810
Position Surface form Disambiguated ID Type / Status
Subject Emile Berliner E106921 entity
Predicate hasNotableRelative P367 FINISHED
Object Henry Berliner
Henry Berliner was an American aviation pioneer and engineer known for his early work on vertical flight and helicopter development in the early 20th century.
E475872 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: Henry Berliner | Statement: [Emile Berliner, hasNotableRelative, Henry Berliner]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Henry Berliner
Context triple: [Emile Berliner, hasNotableRelative, Henry Berliner]
  • A. Joseph Berliner
    Joseph Berliner was a German-born businessman and industrialist known for helping to commercialize his brother Emile Berliner's audio and telecommunications inventions in Europe.
  • B. Henry Alsberg
    Henry Alsberg was an American journalist, editor, and theater producer best known for directing the New Deal–era Federal Writers’ Project, which employed thousands of writers during the Great Depression.
  • C. Leonard Bramer
    Leonard Bramer was a Dutch Golden Age painter known for his atmospheric nocturnal scenes and history paintings influenced by Italian art.
  • D. Walter Herz
    Walter Herz was a graphic artist best known for designing the official poster for the 1948 Summer Olympics in London.
  • E. Harry Lehmann
    Harry Lehmann was a German theoretical physicist known for his contributions to quantum field theory, particularly in the development of the LSZ reduction formula.
  • 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: Henry Berliner
Triple: [Emile Berliner, hasNotableRelative, Henry Berliner]
Generated description
Henry Berliner was an American aviation pioneer and engineer known for his early work on vertical flight and helicopter development in the early 20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Henry Berliner
Target entity description: Henry Berliner was an American aviation pioneer and engineer known for his early work on vertical flight and helicopter development in the early 20th century.
  • A. Joseph Berliner
    Joseph Berliner was a German-born businessman and industrialist known for helping to commercialize his brother Emile Berliner's audio and telecommunications inventions in Europe.
  • B. Henry Alsberg
    Henry Alsberg was an American journalist, editor, and theater producer best known for directing the New Deal–era Federal Writers’ Project, which employed thousands of writers during the Great Depression.
  • C. Leonard Bramer
    Leonard Bramer was a Dutch Golden Age painter known for his atmospheric nocturnal scenes and history paintings influenced by Italian art.
  • D. Walter Herz
    Walter Herz was a graphic artist best known for designing the official poster for the 1948 Summer Olympics in London.
  • E. Harry Lehmann
    Harry Lehmann was a German theoretical physicist known for his contributions to quantum field theory, particularly in the development of the LSZ reduction formula.
  • 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_69bd43f6a1e08190bf0a372bfc336ee5 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6c664c3c81908e4d9a7c8c19744b completed March 20, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69be67cb1fe48190821c1daf930a70ff completed March 21, 2026, 9:41 a.m.
NEDg Description generation batch_69be6874a1348190ac90c137299d4468 completed March 21, 2026, 9:44 a.m.
NED2 Entity disambiguation (via description) batch_69be68c77c088190a57376c608abe4c0 completed March 21, 2026, 9:45 a.m.
Created at: March 20, 2026, 1:23 p.m.