Triple

T40295
Position Surface form Disambiguated ID Type / Status
Subject Royal Military College, Sandhurst E796 entity
Predicate hasAlumni P51 FINISHED
Object Ian Fleming
Ian Fleming was a British author and journalist best known as the creator of the James Bond spy novels.
E3433 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: Ian Fleming | Statement: [Royal Military College, Sandhurst, hasAlumni, Ian Fleming]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ian Fleming
Context triple: [Royal Military College, Sandhurst, hasAlumni, Ian Fleming]
  • A. Richard Bolt
    Richard Bolt was an American acoustician and co-founder of the influential research and engineering firm Bolt Beranek and Newman, known for its pioneering work in acoustics and computer networking.
  • B. William Stephenson
    William Stephenson was a Canadian-born spymaster and industrialist who played a key role in Allied intelligence operations during World War II and is often cited as an inspiration for Ian Fleming’s James Bond.
  • C. Douglas Adams
    Douglas Adams was a British author and humorist best known for creating the science fiction comedy series "The Hitchhiker’s Guide to the Galaxy."
  • D. Howard Potter
    Howard Potter was a 19th-century American businessman and philanthropist who played a key role in the cultural life of New York City.
  • E. Lionel Hall
    Lionel Hall is an undergraduate dormitory building located within Harvard University's historic Harvard Yard.
  • 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: Ian Fleming
Triple: [Royal Military College, Sandhurst, hasAlumni, Ian Fleming]
Generated description
Ian Fleming was a British author and journalist best known as the creator of the James Bond spy novels.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ian Fleming
Target entity description: Ian Fleming was a British author and journalist best known as the creator of the James Bond spy novels.
  • A. Richard Bolt
    Richard Bolt was an American acoustician and co-founder of the influential research and engineering firm Bolt Beranek and Newman, known for its pioneering work in acoustics and computer networking.
  • B. William Stephenson
    William Stephenson was a Canadian-born spymaster and industrialist who played a key role in Allied intelligence operations during World War II and is often cited as an inspiration for Ian Fleming’s James Bond.
  • C. Douglas Adams
    Douglas Adams was a British author and humorist best known for creating the science fiction comedy series "The Hitchhiker’s Guide to the Galaxy."
  • D. Howard Potter
    Howard Potter was a 19th-century American businessman and philanthropist who played a key role in the cultural life of New York City.
  • E. Lionel Hall
    Lionel Hall is an undergraduate dormitory building located within Harvard University's historic Harvard Yard.
  • 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_69a247a8f6c08190bac804906d62ed5a completed Feb. 28, 2026, 1:40 a.m.
NER Named-entity recognition batch_69a24adf3640819095576e072fb5d9a8 completed Feb. 28, 2026, 1:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69a24e6222408190bc317b90aea16849 completed Feb. 28, 2026, 2:09 a.m.
NEDg Description generation batch_69a250f6c0308190affd58f1bfa0c261 completed Feb. 28, 2026, 2:20 a.m.
NED2 Entity disambiguation (via description) batch_69a251b471688190b067c5db8f03ac47 completed Feb. 28, 2026, 2:23 a.m.
Created at: Feb. 28, 2026, 1:46 a.m.