Triple

T8647129
Position Surface form Disambiguated ID Type / Status
Subject Frederic Clements E205003 entity
Predicate inEcologySchool P84114 FINISHED
Object Clementsian succession school
The Clementsian succession school is an early 20th-century ecological theory that views plant communities as highly integrated, quasi-organismic units that develop through predictable, orderly stages toward a stable climax community.
E747801 NE FINISHED

How this triple was built (5 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: Clementsian succession school | Statement: [Frederic Clements, inEcologySchool, Clementsian succession school]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Clementsian succession school
Context triple: [Frederic Clements, inEcologySchool, Clementsian succession school]
  • A. De Morgan school
    The De Morgan school was a group of late 19th- and early 20th-century British artists, notably Evelyn and William De Morgan, associated with Symbolism and the Aesthetic and Arts and Crafts movements, known for their richly decorative, allegorical works.
  • B. Elian-Eretrian school
    The Elian-Eretrian school was a minor Socratic philosophical tradition associated with Elis and Eretria, known for its focus on ethical inquiry and dialectical argument.
  • C. The Cotswold School
    The Cotswold School is a co-educational secondary school and sixth form academy serving students from Bourton-on-the-Water and the surrounding Cotswolds area in Gloucestershire, England.
  • D. Toynbee School
    Toynbee School is a coeducational secondary school located in Chandler's Ford, Hampshire, England.
  • E. Annicerian school
    The Annicerian school was a later branch of the Cyrenaic tradition that emphasized refined, moderate hedonism and the pursuit of pleasure guided by practical wisdom.
  • 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: Clementsian succession school
Triple: [Frederic Clements, inEcologySchool, Clementsian succession school]
Generated description
The Clementsian succession school is an early 20th-century ecological theory that views plant communities as highly integrated, quasi-organismic units that develop through predictable, orderly stages toward a stable climax community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Clementsian succession school
Target entity description: The Clementsian succession school is an early 20th-century ecological theory that views plant communities as highly integrated, quasi-organismic units that develop through predictable, orderly stages toward a stable climax community.
  • A. De Morgan school
    The De Morgan school was a group of late 19th- and early 20th-century British artists, notably Evelyn and William De Morgan, associated with Symbolism and the Aesthetic and Arts and Crafts movements, known for their richly decorative, allegorical works.
  • B. Elian-Eretrian school
    The Elian-Eretrian school was a minor Socratic philosophical tradition associated with Elis and Eretria, known for its focus on ethical inquiry and dialectical argument.
  • C. The Cotswold School
    The Cotswold School is a co-educational secondary school and sixth form academy serving students from Bourton-on-the-Water and the surrounding Cotswolds area in Gloucestershire, England.
  • D. Toynbee School
    Toynbee School is a coeducational secondary school located in Chandler's Ford, Hampshire, England.
  • E. Annicerian school
    The Annicerian school was a later branch of the Cyrenaic tradition that emphasized refined, moderate hedonism and the pursuit of pleasure guided by practical wisdom.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: inEcologySchool
Context triple: [Frederic Clements, inEcologySchool, Clementsian succession school]
  • A. hasEcology
    Indicates that an entity has a particular ecological context, such as its habitat, environmental role, or interactions within an ecosystem.
  • B. ecologicalRelevance
    Indicates that one entity has significance, impact, or importance for the functioning, stability, or dynamics of another entity’s ecosystem or ecological context.
  • C. ecologicalSensitivity
    Indicates how strongly an entity or area is affected by, or responsive to, changes or disturbances in its surrounding ecological conditions.
  • D. partOfEcosystem
    Indicates that an entity functions as a component within a larger ecological system, contributing to and affected by its interactions and processes.
  • E. ecologicalStatus
    Indicates the condition or health of an ecosystem or environment, often in terms of its quality, integrity, or degree of disturbance.
  • F. None of above. chosen

Provenance (7 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_69ca834e56848190abb0eeaec9dedd32 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc48112b4881908901214f41b6bf71 completed March 31, 2026, 10:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69cebc4883cc8190a6fb72005ca99512 completed April 2, 2026, 6:58 p.m.
NEDg Description generation batch_69cebd2cb2e481909a2862e79482c37a completed April 2, 2026, 7:02 p.m.
NED2 Entity disambiguation (via description) batch_69cebdd77b6c81908c35ee96dfe053d8 completed April 2, 2026, 7:04 p.m.
PD Predicate disambiguation batch_69cc45619460819091e83ffdec99c865 completed March 31, 2026, 10:06 p.m.
PDg Predicate description generation batch_69cc473e44988190a3b02498e5fff668 completed March 31, 2026, 10:14 p.m.
Created at: March 30, 2026, 6:29 p.m.