Triple

T7500638
Position Surface form Disambiguated ID Type / Status
Subject Emanuel Lasker E177249 entity
Predicate notableOpponent P893 FINISHED
Object Frank Marshall
Frank Marshall was a prominent American chess grandmaster and U.S. Champion known for his sharp attacking style and contributions to opening theory in the early 20th century.
E668626 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: Frank Marshall | Statement: [Emanuel Lasker, notableOpponent, Frank Marshall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frank Marshall
Context triple: [Emanuel Lasker, notableOpponent, Frank Marshall]
  • A. Frank Marshall
    Frank Marshall is an American film producer and director renowned for his work on numerous blockbuster films, particularly in collaboration with Steven Spielberg and the production company Amblin Entertainment.
  • B. William Gargan
    William Gargan was an American actor known for his work in film, radio, and television during the 1930s and 1940s, often portraying tough but likable characters.
  • C. Frank V. DuMond
    Frank V. DuMond was an American painter and influential art instructor associated with the Art Students League of New York, known for his landscapes, portraits, and role in training many prominent artists.
  • D. Roger Sherman Loomis
    Roger Sherman Loomis was an American medievalist and literary scholar best known for his influential research on Arthurian legend and its Celtic origins.
  • E. Frank Otis
    Frank Otis was an individual significant enough in U.S. military or aviation history that a major installation, Otis Air Force Base in Massachusetts, was named in his honor.
  • 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: Frank Marshall
Triple: [Emanuel Lasker, notableOpponent, Frank Marshall]
Generated description
Frank Marshall was a prominent American chess grandmaster and U.S. Champion known for his sharp attacking style and contributions to opening theory in the early 20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frank Marshall
Target entity description: Frank Marshall was a prominent American chess grandmaster and U.S. Champion known for his sharp attacking style and contributions to opening theory in the early 20th century.
  • A. Frank Marshall
    Frank Marshall is an American film producer and director renowned for his work on numerous blockbuster films, particularly in collaboration with Steven Spielberg and the production company Amblin Entertainment.
  • B. William Gargan
    William Gargan was an American actor known for his work in film, radio, and television during the 1930s and 1940s, often portraying tough but likable characters.
  • C. Frank V. DuMond
    Frank V. DuMond was an American painter and influential art instructor associated with the Art Students League of New York, known for his landscapes, portraits, and role in training many prominent artists.
  • D. Roger Sherman Loomis
    Roger Sherman Loomis was an American medievalist and literary scholar best known for his influential research on Arthurian legend and its Celtic origins.
  • E. Frank Otis
    Frank Otis was an individual significant enough in U.S. military or aviation history that a major installation, Otis Air Force Base in Massachusetts, was named in his honor.
  • 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_69c69f2696688190915a8458f2398211 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f59aabb8819085bdbe9c793d5b8b completed March 27, 2026, 9:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69c83c9490fc81908d35c0537b45aa13 completed March 28, 2026, 8:39 p.m.
NEDg Description generation batch_69c83e17c25c8190a7a329f0a6169fac completed March 28, 2026, 8:46 p.m.
NED2 Entity disambiguation (via description) batch_69c83ef9ce408190907a62c9d0a6dc16 completed March 28, 2026, 8:50 p.m.
Created at: March 27, 2026, 3:44 p.m.