Triple

T6561060
Position Surface form Disambiguated ID Type / Status
Subject Maya script E153782 entity
Predicate deciphermentKeyFigure P53089 FINISHED
Object David Stuart
David Stuart is an American archaeologist and epigrapher renowned for his groundbreaking work in deciphering Maya hieroglyphic writing.
 E610106 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: David Stuart | Statement: [Maya script, deciphermentKeyFigure, David Stuart]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David Stuart
Context triple: [Maya script, deciphermentKeyFigure, David Stuart]
  • A. David Stevenson
    David Stevenson was a Scottish lighthouse engineer and member of the famous Stevenson family of civil engineers.
  • B. Andrew Stewart
    Andrew Stewart is an American lawyer and publisher best known as the former husband of lifestyle entrepreneur Martha Stewart.
  • C. John Burningham
    John Burningham was a renowned British author and illustrator of children's books, celebrated for his distinctive, whimsical artwork and storytelling.
  • D. Alan Stewart
    Alan Stewart is a cinematographer known for his work on major feature films, including collaborations with director Guy Ritchie.
  • E. Robert Duncan
    Robert Duncan was an influential American poet associated with the mid-20th-century San Francisco Renaissance, known for his innovative, myth-infused verse and central role in postwar experimental poetry.
  • 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: David Stuart
Triple: [Maya script, deciphermentKeyFigure, David Stuart]
Generated description
David Stuart is an American archaeologist and epigrapher renowned for his groundbreaking work in deciphering Maya hieroglyphic writing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David Stuart
Target entity description: David Stuart is an American archaeologist and epigrapher renowned for his groundbreaking work in deciphering Maya hieroglyphic writing.
  • A. David Stevenson
    David Stevenson was a Scottish lighthouse engineer and member of the famous Stevenson family of civil engineers.
  • B. Andrew Stewart
    Andrew Stewart is an American lawyer and publisher best known as the former husband of lifestyle entrepreneur Martha Stewart.
  • C. John Burningham
    John Burningham was a renowned British author and illustrator of children's books, celebrated for his distinctive, whimsical artwork and storytelling.
  • D. Alan Stewart
    Alan Stewart is a cinematographer known for his work on major feature films, including collaborations with director Guy Ritchie.
  • E. Robert Duncan
    Robert Duncan was an influential American poet associated with the mid-20th-century San Francisco Renaissance, known for his innovative, myth-infused verse and central role in postwar experimental poetry.
  • 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_69c6880cb35881909b763eb0125236b9 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d0a262808190a33ac94374affde4 completed March 27, 2026, 6:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6eed99a1c8190b37da0ffed24e203 completed March 27, 2026, 8:55 p.m.
NEDg Description generation batch_69c6f09ea58c8190bfd8a183581b5a5a completed March 27, 2026, 9:03 p.m.
NED2 Entity disambiguation (via description) batch_69c6f1a0935881908afc30ce76bdf76f completed March 27, 2026, 9:07 p.m.
Created at: March 27, 2026, 1:52 p.m.