Triple
T5224011
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stephens |
E117939
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object | John Lloyd Stephens |
E160543
|
NE FINISHED |
How this triple was built (2 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 Lloyd Stephens | Statement: [Stephens, hasNotableBearer, John Lloyd Stephens]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Lloyd Stephens Context triple: [Stephens, hasNotableBearer, John Lloyd Stephens]
-
A.
John Lloyd Stephens
chosen
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.
-
B.
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.
-
C.
Percy Fawcett
Percy Fawcett was a British explorer and archaeologist famed for his expeditions into the Amazon rainforest and his mysterious disappearance while searching for a lost ancient city.
-
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 Hall Stephens
John Hall Stephens was an American politician who served as a U.S. Representative from Texas in the late 19th and early 20th centuries.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69bd4465e03081909bfcfd7113062590 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7abd3ed48190bfd8d2f2ca399741 |
completed | March 20, 2026, 4:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beeff852bc81908467a343c5ded404 |
completed | March 21, 2026, 7:22 p.m. |
Created at: March 20, 2026, 1:48 p.m.