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.