Triple
T1402667
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Palenque |
E31619
|
entity |
| Predicate | earlyExplorer |
P27601
|
FINISHED |
| Object |
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.
|
E160543
|
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 Lloyd Stephens | Statement: [Palenque, earlyExplorer, John Lloyd Stephens]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Lloyd Stephens Context triple: [Palenque, earlyExplorer, John Lloyd Stephens]
-
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.
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.
-
C.
David Livingstone
David Livingstone was a 19th-century Scottish missionary and explorer renowned for his extensive travels in Africa and his influential role in mapping and documenting the continent for Europeans.
-
D.
Adolph Francis Alphonse Bandelier
Adolph Francis Alphonse Bandelier was a Swiss-American archaeologist and ethnologist known for his pioneering studies of Indigenous cultures and ancient ruins in the American Southwest and Mexico.
-
E.
Johann Ludwig Burckhardt
Johann Ludwig Burckhardt was a Swiss explorer and orientalist best known for rediscovering the ancient city of Petra and other significant archaeological sites in the Middle East in the early 19th 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: John Lloyd Stephens Triple: [Palenque, earlyExplorer, John Lloyd Stephens]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Lloyd Stephens Target entity description: 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.
-
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.
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.
-
C.
David Livingstone
David Livingstone was a 19th-century Scottish missionary and explorer renowned for his extensive travels in Africa and his influential role in mapping and documenting the continent for Europeans.
-
D.
Adolph Francis Alphonse Bandelier
Adolph Francis Alphonse Bandelier was a Swiss-American archaeologist and ethnologist known for his pioneering studies of Indigenous cultures and ancient ruins in the American Southwest and Mexico.
-
E.
Johann Ludwig Burckhardt
Johann Ludwig Burckhardt was a Swiss explorer and orientalist best known for rediscovering the ancient city of Petra and other significant archaeological sites in the Middle East in the early 19th 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_69a49918e1f88190ba610f9dc8114578 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c48ff58c8190aeaf09d3e7cad7c7 |
completed | March 1, 2026, 10:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acde39d14c81909a76704c8e16c744 |
completed | March 8, 2026, 2:26 a.m. |
| NEDg | Description generation | batch_69acdfc287648190b9a7313a074ceea5 |
completed | March 8, 2026, 2:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ace0b0c14481909559f926c190c146 |
completed | March 8, 2026, 2:36 a.m. |
Created at: March 1, 2026, 7:59 p.m.