Triple

T14592593
Position Surface form Disambiguated ID Type / Status
Subject Royal Geographical Society E342479 entity
Predicate publishes P80 FINISHED
Object Geo: Geography and Environment
Geo: Geography and Environment is a peer-reviewed academic journal focusing on research in geography and environmental studies.
E1108929 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: Geo: Geography and Environment | Statement: [Royal Geographical Society, publishes, Geo: Geography and Environment]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Geo: Geography and Environment
Context triple: [Royal Geographical Society, publishes, Geo: Geography and Environment]
  • 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. 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.
  • C. Geo
    Geo is a short form of the given name Georges, often used as an informal or familiar nickname.
  • D. Geo
    Geo was a defunct General Motors automobile brand from the late 1980s and 1990s that specialized in small, economy cars often built in partnership with foreign manufacturers.
  • E. Focus on Geography
    Focus on Geography is a geography-focused publication produced by the American Geographical Society that presents geographic research, analysis, and educational content for a broad audience.
  • 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: Geo: Geography and Environment
Triple: [Royal Geographical Society, publishes, Geo: Geography and Environment]
Generated description
Geo: Geography and Environment is a peer-reviewed academic journal focusing on research in geography and environmental studies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Geo: Geography and Environment
Target entity description: Geo: Geography and Environment is a peer-reviewed academic journal focusing on research in geography and environmental studies.
  • 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. 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.
  • C. Geo
    Geo is a short form of the given name Georges, often used as an informal or familiar nickname.
  • D. Geo
    Geo was a defunct General Motors automobile brand from the late 1980s and 1990s that specialized in small, economy cars often built in partnership with foreign manufacturers.
  • E. Focus on Geography
    Focus on Geography is a geography-focused publication produced by the American Geographical Society that presents geographic research, analysis, and educational content for a broad audience.
  • 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_69d822ddc0f081909cd8163c7de298cd completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb43480d8819084a707e56da2c237 completed April 14, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd94c60448819098cfab7dd292f0cd completed May 8, 2026, 7:46 a.m.
NEDg Description generation batch_69fd988f734481908ca4960a69fc2b2a completed May 8, 2026, 8:02 a.m.
NED2 Entity disambiguation (via description) batch_69fd9a30a73c8190877d5d0ada2e21ca completed May 8, 2026, 8:09 a.m.
Created at: April 10, 2026, 1:24 a.m.