Triple

T1851812
Position Surface form Disambiguated ID Type / Status
Subject Henry Chandler Cowles E41610 entity
Predicate influenced P9 FINISHED
Object Frederic Clements
Frederic Clements was an American plant ecologist best known for developing the influential theory of ecological succession, viewing plant communities as integrated “superorganisms” that progress through predictable stages.
E205003 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: Frederic Clements | Statement: [Henry Chandler Cowles, influenced, Frederic Clements]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frederic Clements
Context triple: [Henry Chandler Cowles, influenced, Frederic Clements]
  • A. Victor E. Shelford
    Victor E. Shelford was an American ecologist and pioneer in animal ecology who helped establish ecology as a scientific discipline in the United States.
  • B. Henry Chandler Cowles
    Henry Chandler Cowles was an American botanist and pioneering ecologist whose work on plant succession helped establish ecology as a scientific discipline.
  • C. John Galen Howard
    John Galen Howard was an influential American architect best known for shaping the early 20th-century architectural landscape of the University of California, Berkeley campus.
  • D. Matthew Meigs
    Matthew Meigs was an American educator and Presbyterian minister best known for establishing The Hill School, a prominent preparatory boarding school in Pennsylvania.
  • E. Dr. Emlen Physick Jr.
    Dr. Emlen Physick Jr. was a 19th-century physician and member of a prominent Philadelphia family who became known as the original owner and resident of the now-historic Victorian Emlen Physick Estate in Cape May, New Jersey.
  • 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: Frederic Clements
Triple: [Henry Chandler Cowles, influenced, Frederic Clements]
Generated description
Frederic Clements was an American plant ecologist best known for developing the influential theory of ecological succession, viewing plant communities as integrated “superorganisms” that progress through predictable stages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frederic Clements
Target entity description: Frederic Clements was an American plant ecologist best known for developing the influential theory of ecological succession, viewing plant communities as integrated “superorganisms” that progress through predictable stages.
  • A. Victor E. Shelford
    Victor E. Shelford was an American ecologist and pioneer in animal ecology who helped establish ecology as a scientific discipline in the United States.
  • B. Henry Chandler Cowles
    Henry Chandler Cowles was an American botanist and pioneering ecologist whose work on plant succession helped establish ecology as a scientific discipline.
  • C. John Galen Howard
    John Galen Howard was an influential American architect best known for shaping the early 20th-century architectural landscape of the University of California, Berkeley campus.
  • D. Matthew Meigs
    Matthew Meigs was an American educator and Presbyterian minister best known for establishing The Hill School, a prominent preparatory boarding school in Pennsylvania.
  • E. Dr. Emlen Physick Jr.
    Dr. Emlen Physick Jr. was a 19th-century physician and member of a prominent Philadelphia family who became known as the original owner and resident of the now-historic Victorian Emlen Physick Estate in Cape May, New Jersey.
  • 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_69a8864a83848190a4ec02721306c511 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb06829b081908767b3df5524c7d4 completed March 7, 2026, 4:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69adc9c81f2c81908339f6a1d1987631 completed March 8, 2026, 7:11 p.m.
NEDg Description generation batch_69adcb1565a881908dfc906654429e3f completed March 8, 2026, 7:16 p.m.
NED2 Entity disambiguation (via description) batch_69adcbbc8a108190ad77e91f2ec14b8f completed March 8, 2026, 7:19 p.m.
Created at: March 4, 2026, 7:33 p.m.