Triple

T8912859
Position Surface form Disambiguated ID Type / Status
Subject Statistical Methods for Research Workers E212224 entity
Predicate publisher P29 FINISHED
Object Oliver and Boyd
Oliver and Boyd was a prominent Scottish publishing house known for producing influential academic and scientific works.
E765765 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: Oliver and Boyd | Statement: [Statistical Methods for Research Workers, publisher, Oliver and Boyd]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Oliver and Boyd
Context triple: [Statistical Methods for Research Workers, publisher, Oliver and Boyd]
  • A. In Which We Serve
    In Which We Serve is a 1942 British war film co-directed by and starring Noël Coward that portrays the crew of a Royal Navy destroyer during World War II.
  • B. Ten Little Soldiers
    Ten Little Soldiers is an alternative title for Agatha Christie’s classic mystery novel "And Then There Were None," in which ten strangers are lured to an isolated location and killed one by one.
  • C. Hope and Glory
    "Hope and Glory" is a British television drama series starring comedian and actor Lenny Henry as a headteacher in an inner-city school.
  • D. Alexander's Bridge
    Alexander's Bridge is Willa Cather's debut novel, a psychological drama about a successful engineer facing a midlife crisis and divided loyalties.
  • E. The Black Watch
    The Black Watch is a historic Scottish infantry regiment of the British Army renowned for its distinctive dark tartan, Highland traditions, and distinguished combat service since the 18th century.
  • 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: Oliver and Boyd
Triple: [Statistical Methods for Research Workers, publisher, Oliver and Boyd]
Generated description
Oliver and Boyd was a prominent Scottish publishing house known for producing influential academic and scientific works.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Oliver and Boyd
Target entity description: Oliver and Boyd was a prominent Scottish publishing house known for producing influential academic and scientific works.
  • A. In Which We Serve
    In Which We Serve is a 1942 British war film co-directed by and starring Noël Coward that portrays the crew of a Royal Navy destroyer during World War II.
  • B. Ten Little Soldiers
    Ten Little Soldiers is an alternative title for Agatha Christie’s classic mystery novel "And Then There Were None," in which ten strangers are lured to an isolated location and killed one by one.
  • C. Hope and Glory
    "Hope and Glory" is a British television drama series starring comedian and actor Lenny Henry as a headteacher in an inner-city school.
  • D. Alexander's Bridge
    Alexander's Bridge is Willa Cather's debut novel, a psychological drama about a successful engineer facing a midlife crisis and divided loyalties.
  • E. The Black Watch
    The Black Watch is a historic Scottish infantry regiment of the British Army renowned for its distinctive dark tartan, Highland traditions, and distinguished combat service since the 18th century.
  • 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_69ca8393b1808190bd4336787ffa2c40 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc6525d1408190a76522d7c4ac37da completed April 1, 2026, 12:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfba3c92c481909589e6a3c9469136 completed April 3, 2026, 1:01 p.m.
NEDg Description generation batch_69cfbabf33a08190a18d13b9078c00e2 completed April 3, 2026, 1:03 p.m.
NED2 Entity disambiguation (via description) batch_69cfbba71a948190afc03a1df9e5777c completed April 3, 2026, 1:07 p.m.
Created at: March 30, 2026, 6:56 p.m.