Triple

T2515632
Position Surface form Disambiguated ID Type / Status
Subject Bingham family E55405 entity
Predicate hasNotableMember P304 FINISHED
Object Hiram Bingham I
Hiram Bingham I was an American Protestant missionary best known for leading the first group of missionaries to Hawaii in the early 19th century and helping to develop the written Hawaiian language.
E278757 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: Hiram Bingham I | Statement: [Bingham family, hasNotableMember, Hiram Bingham I]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hiram Bingham I
Context triple: [Bingham family, hasNotableMember, Hiram Bingham I]
  • A. Hiram Bingham
    Hiram Bingham was an American explorer and academic best known for bringing international attention to the Incan citadel of Machu Picchu in the early 20th century.
  • B. John Galen Howard
    John Galen Howard was an influential American architect best known for shaping the early 20th-century architectural landscape of the University of California, Berkeley campus.
  • C. Sylvanus G. Morley
    Sylvanus G. Morley was an American archaeologist and epigrapher renowned for his pioneering research on Maya civilization and hieroglyphic writing.
  • D. John Lloyd Stephens
    John Lloyd Stephens was a 19th-century American explorer and writer renowned for his pioneering documentation of ancient Maya ruins in Central America and Mexico.
  • E. Frederick C. Fairbanks
    Frederick C. Fairbanks was the son of U.S. Vice President Charles W. Fairbanks and a member of the prominent Fairbanks political family.
  • 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: Hiram Bingham I
Triple: [Bingham family, hasNotableMember, Hiram Bingham I]
Generated description
Hiram Bingham I was an American Protestant missionary best known for leading the first group of missionaries to Hawaii in the early 19th century and helping to develop the written Hawaiian language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hiram Bingham I
Target entity description: Hiram Bingham I was an American Protestant missionary best known for leading the first group of missionaries to Hawaii in the early 19th century and helping to develop the written Hawaiian language.
  • A. Hiram Bingham
    Hiram Bingham was an American explorer and academic best known for bringing international attention to the Incan citadel of Machu Picchu in the early 20th century.
  • B. Francis Pharcellus Church
    Francis Pharcellus Church was an American editor and publisher best known for writing the famous 1897 editorial "Yes, Virginia, there is a Santa Claus" for The New York Sun.
  • C. John Galen Howard
    John Galen Howard was an influential American architect best known for shaping the early 20th-century architectural landscape of the University of California, Berkeley campus.
  • D. Sylvanus G. Morley
    Sylvanus G. Morley was an American archaeologist and epigrapher renowned for his pioneering research on Maya civilization and hieroglyphic writing.
  • E. John Lloyd Stephens
    John Lloyd Stephens was a 19th-century American explorer and writer renowned for his pioneering documentation of ancient Maya ruins in Central America and Mexico.
  • 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_69ab49e4749c8190813311efd1630f1b completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd20db7e0819096d901eb20ae65e5 completed March 7, 2026, 7:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69af654de164819091cf3d5384d7d72c completed March 10, 2026, 12:26 a.m.
NEDg Description generation batch_69af6717278481908cd677e63d22221b completed March 10, 2026, 12:34 a.m.
NED2 Entity disambiguation (via description) batch_69af677577c88190be9a66fea85ab899 completed March 10, 2026, 12:36 a.m.
Created at: March 6, 2026, 9:46 p.m.