Triple
T8711581
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | American Geographical Society |
E206788
|
entity |
| Predicate | organizes |
P123
|
FINISHED |
| Object |
Geography 2050
Geography 2050 is a forward-looking conference series focused on the future of our planet’s geography, bringing together experts to explore long-term global trends and challenges.
|
E753733
|
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: Geography 2050 | Statement: [American Geographical Society, organizes, Geography 2050]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Geography 2050 Context triple: [American Geographical Society, organizes, Geography 2050]
-
A.
Geography III
Geography III is a 1976 poetry collection by American poet Elizabeth Bishop, noted for its precise language, autobiographical elements, and exploration of geography, memory, and perception.
-
B.
Global 2000
Global 2000 is an annual Forbes ranking that lists the world’s largest publicly traded companies based on a composite score of revenues, profits, assets, and market value.
-
C.
Geographia
Geographia is an influential ancient geographical treatise by Claudius Ptolemy that systematically mapped the known world and shaped cartography for centuries.
-
D.
Earth Sciences & Map Library
The Earth Sciences & Map Library is a specialized UC Berkeley library that focuses on collections and services related to geology, geography, environmental sciences, and cartographic materials such as maps and atlases.
-
E.
Mapping Futures
Mapping Futures is a Verso Books series that explores forward-looking social, political, and economic ideas and movements shaping possible futures.
- 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: Geography 2050 Triple: [American Geographical Society, organizes, Geography 2050]
Generated description
Geography 2050 is a forward-looking conference series focused on the future of our planet’s geography, bringing together experts to explore long-term global trends and challenges.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Geography 2050 Target entity description: Geography 2050 is a forward-looking conference series focused on the future of our planet’s geography, bringing together experts to explore long-term global trends and challenges.
-
A.
Geography III
Geography III is a 1976 poetry collection by American poet Elizabeth Bishop, noted for its precise language, autobiographical elements, and exploration of geography, memory, and perception.
-
B.
Global 2000
Global 2000 is an annual Forbes ranking that lists the world’s largest publicly traded companies based on a composite score of revenues, profits, assets, and market value.
-
C.
Geographia
Geographia is an influential ancient geographical treatise by Claudius Ptolemy that systematically mapped the known world and shaped cartography for centuries.
-
D.
Earth Sciences & Map Library
The Earth Sciences & Map Library is a specialized UC Berkeley library that focuses on collections and services related to geology, geography, environmental sciences, and cartographic materials such as maps and atlases.
-
E.
Mapping Futures
Mapping Futures is a Verso Books series that explores forward-looking social, political, and economic ideas and movements shaping possible futures.
- 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_69ca83572d4881909bef3be2b578d539 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5c3189f88190bb9bb77ba9d28d60 |
completed | March 31, 2026, 11:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf28c174008190bc2d43ca613e9a9e |
completed | April 3, 2026, 2:41 a.m. |
| NEDg | Description generation | batch_69cf2bd14c3c8190b43840ee57cca22c |
completed | April 3, 2026, 2:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf2cb3c4308190971fb3d25064f205 |
completed | April 3, 2026, 2:57 a.m. |
Created at: March 30, 2026, 6:35 p.m.