Triple

T9453930
Position Surface form Disambiguated ID Type / Status
Subject Second Geological Survey of Pennsylvania E227965 entity
Predicate headOfGovernment P307 FINISHED
Object Pennsylvania state geologist
The Pennsylvania state geologist is the chief scientific official responsible for directing the state’s geological surveys, research, and mapping of Pennsylvania’s natural resources.
E800564 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: Pennsylvania state geologist | Statement: [Second Geological Survey of Pennsylvania, headOfGovernment, Pennsylvania state geologist]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pennsylvania state geologist
Context triple: [Second Geological Survey of Pennsylvania, headOfGovernment, Pennsylvania state geologist]
  • A. Grove Karl Gilbert
    Grove Karl Gilbert was a pioneering American geologist of the late 19th and early 20th centuries, renowned for his foundational work in geomorphology and studies of the western United States.
  • B. William Morris Davis
    William Morris Davis was an influential American geographer and geologist, often called the "father of American geography" for his pioneering work in geomorphology and landscape evolution.
  • C. William Edmond Logan
    William Edmond Logan was a 19th-century Canadian geologist renowned for pioneering geological mapping in Canada and leading the early development of the country’s geological sciences.
  • D. J Harlen Bretz
    J Harlen Bretz was an American geologist best known for his controversial and later vindicated theory that cataclysmic floods shaped the Channeled Scablands of the Pacific Northwest.
  • E. Edwin Marble
    Edwin Marble was a 19th-century spiritualist and treasure seeker known for tunneling into Dungeon Rock in Lynn, Massachusetts in search of a legendary pirate hoard.
  • 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: Pennsylvania state geologist
Triple: [Second Geological Survey of Pennsylvania, headOfGovernment, Pennsylvania state geologist]
Generated description
The Pennsylvania state geologist is the chief scientific official responsible for directing the state’s geological surveys, research, and mapping of Pennsylvania’s natural resources.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pennsylvania state geologist
Target entity description: The Pennsylvania state geologist is the chief scientific official responsible for directing the state’s geological surveys, research, and mapping of Pennsylvania’s natural resources.
  • A. Grove Karl Gilbert
    Grove Karl Gilbert was a pioneering American geologist of the late 19th and early 20th centuries, renowned for his foundational work in geomorphology and studies of the western United States.
  • B. William Morris Davis
    William Morris Davis was an influential American geographer and geologist, often called the "father of American geography" for his pioneering work in geomorphology and landscape evolution.
  • C. William Edmond Logan
    William Edmond Logan was a 19th-century Canadian geologist renowned for pioneering geological mapping in Canada and leading the early development of the country’s geological sciences.
  • D. J Harlen Bretz
    J Harlen Bretz was an American geologist best known for his controversial and later vindicated theory that cataclysmic floods shaped the Channeled Scablands of the Pacific Northwest.
  • E. Edwin Marble
    Edwin Marble was a 19th-century spiritualist and treasure seeker known for tunneling into Dungeon Rock in Lynn, Massachusetts in search of a legendary pirate hoard.
  • 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_69ca8439f8bc8190997f2ef40c9f0bc2 completed March 30, 2026, 2:10 p.m.
NER Named-entity recognition batch_69cd7f8c7b3481909c1182b41d8c27a9 completed April 1, 2026, 8:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1227b4fc881908c03409f78de1a87 completed April 4, 2026, 2:38 p.m.
NEDg Description generation batch_69d1233a63d481908e322b7e86b5d124 completed April 4, 2026, 2:42 p.m.
NED2 Entity disambiguation (via description) batch_69d123d32c808190985da2639d2120f7 completed April 4, 2026, 2:44 p.m.
Created at: March 30, 2026, 7:52 p.m.