Triple

T6935483
Position Surface form Disambiguated ID Type / Status
Subject John Lloyd Stephens E160543 entity
Predicate givenName P17 FINISHED
Object John
John is the given name of John Lloyd Stephens, the 19th-century American explorer, writer, and diplomat renowned for his pioneering documentation of Maya civilization.
E629958 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: John | Statement: [John Lloyd Stephens, givenName, John]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John
Context triple: [John Lloyd Stephens, givenName, John]
  • A. John
    John is the given name of John H. Hammond Jr., the influential American record producer and talent scout known for discovering and promoting numerous major jazz, blues, and rock musicians.
  • B. John
    John is the given name of John F. Sattler, likely referring to him in a more informal or abbreviated context.
  • C. John
    John is the given name of John Murray, 3rd Duke of Atholl, an 18th-century Scottish nobleman and peer.
  • D. John
    John is the given name of John Hersey, the American writer and journalist renowned for his groundbreaking reportage on the aftermath of the Hiroshima bombing.
  • E. John
    John is the given name of Sir John Borlase Warren, a prominent British naval officer and politician of the late 18th and early 19th centuries.
  • 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: John
Triple: [John Lloyd Stephens, givenName, John]
Generated description
John is the given name of John Lloyd Stephens, the 19th-century American explorer, writer, and diplomat renowned for his pioneering documentation of Maya civilization.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John
Target entity description: John is the given name of John Lloyd Stephens, the 19th-century American explorer, writer, and diplomat renowned for his pioneering documentation of Maya civilization.
  • A. John
    John is the given name of Edward John Eyre, a 19th-century British explorer and colonial administrator known for his expeditions in Australia and controversial governorship in Jamaica.
  • B. John
    John is the given name of John C. Frémont, a 19th-century American explorer, military officer, and politician who was the first Republican nominee for U.S. president.
  • C. John
    John is the given name of John Muir, the influential Scottish-American naturalist and conservationist known as the "Father of the National Parks."
  • D. John
    John is the given name of John Moors Cabot, an American diplomat and member of the prominent Cabot family.
  • E. John
    John is the given name of John Charles Olmsted, an American landscape architect known for his work on parks and urban planning in the late 19th and early 20th centuries.
  • 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_69c6884e15208190b9e91487eaafcf85 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6da429b5c8190a59901e0005a5415 completed March 27, 2026, 7:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69c75115c74c81909b02e4c49a98663c completed March 28, 2026, 3:55 a.m.
NEDg Description generation batch_69c7537223688190917d02f6dfb1c0f1 completed March 28, 2026, 4:05 a.m.
NED2 Entity disambiguation (via description) batch_69c753d3721c8190b68e0d84cc82adac completed March 28, 2026, 4:06 a.m.
Created at: March 27, 2026, 2:27 p.m.