Triple
T176276
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tocharian languages |
E3582
|
entity |
| Predicate | discoveredBy |
P412
|
FINISHED |
| Object |
Aurel Stein
Aurel Stein was a Hungarian-British archaeologist and explorer renowned for his pioneering expeditions in Central Asia, during which he uncovered important Silk Road manuscripts and archaeological sites.
|
E22082
|
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: Aurel Stein | Statement: [Tocharian languages, discoveredBy, Aurel Stein]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aurel Stein Context triple: [Tocharian languages, discoveredBy, Aurel Stein]
-
A.
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.
-
B.
Alfred Marston Tozzer
Alfred Marston Tozzer was an American anthropologist and archaeologist known for his pioneering work on Mayan civilization and his long association with Harvard University.
-
C.
Claude Auchinleck
Claude Auchinleck was a senior British Army officer and field marshal best known for his leadership of Allied forces in the Middle East during the early stages of World War II.
-
D.
Adolf Bastian
Adolf Bastian was a 19th-century German ethnologist whose comparative studies of cultures and concept of "elementary ideas" helped lay foundational principles for modern anthropology.
-
E.
George Goschen
George Goschen was a British Conservative politician and statesman of the late 19th century who held several high offices, including leadership roles in naval administration.
- 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: Aurel Stein Triple: [Tocharian languages, discoveredBy, Aurel Stein]
Generated description
Aurel Stein was a Hungarian-British archaeologist and explorer renowned for his pioneering expeditions in Central Asia, during which he uncovered important Silk Road manuscripts and archaeological sites.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aurel Stein Target entity description: Aurel Stein was a Hungarian-British archaeologist and explorer renowned for his pioneering expeditions in Central Asia, during which he uncovered important Silk Road manuscripts and archaeological sites.
-
A.
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.
-
B.
Alfred Marston Tozzer
Alfred Marston Tozzer was an American anthropologist and archaeologist known for his pioneering work on Mayan civilization and his long association with Harvard University.
-
C.
Claude Auchinleck
Claude Auchinleck was a senior British Army officer and field marshal best known for his leadership of Allied forces in the Middle East during the early stages of World War II.
-
D.
Adolf Bastian
Adolf Bastian was a 19th-century German ethnologist whose comparative studies of cultures and concept of "elementary ideas" helped lay foundational principles for modern anthropology.
-
E.
George Goschen
George Goschen was a British Conservative politician and statesman of the late 19th century who held several high offices, including leadership roles in naval administration.
- 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_69a25374990081909766d30c79a18e0e |
completed | Feb. 28, 2026, 2:31 a.m. |
| NER | Named-entity recognition | batch_69a258e497788190aeb61d981efb4d1d |
completed | Feb. 28, 2026, 2:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a2eb7babec8190a1c1a6bcc94605ef |
completed | Feb. 28, 2026, 1:19 p.m. |
| NEDg | Description generation | batch_69a2ec72092c8190bcc1efa7c0644560 |
completed | Feb. 28, 2026, 1:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a2ecba99cc8190a85dd5e9c531a6e3 |
completed | Feb. 28, 2026, 1:25 p.m. |
Created at: Feb. 28, 2026, 2:39 a.m.