Triple
T290961
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ecological Society of America |
E5990
|
entity |
| Predicate | hasSection |
P35
|
FINISHED |
| Object |
Human Ecology Section
The Human Ecology Section is a division of the Ecological Society of America that focuses on the relationships between humans and their natural environments, integrating ecological and social science perspectives.
|
E37730
|
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: Human Ecology Section | Statement: [Ecological Society of America, hasSection, Human Ecology Section]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Human Ecology Section Context triple: [Ecological Society of America, hasSection, Human Ecology Section]
-
A.
Center for Health and the Global Environment
The Center for Health and the Global Environment is a research and policy institute that examines how environmental change affects human health and promotes sustainable solutions to protect both people and the planet.
-
B.
Human Well-Being and the Natural Environment
"Human Well-Being and the Natural Environment" is an influential book by economist Partha Dasgupta that analyzes how economic development, environmental sustainability, and human welfare are interlinked.
-
C.
School of Environment, Education and Development
The School of Environment, Education and Development is an academic unit at the University of Manchester that focuses on interdisciplinary teaching and research in areas such as environmental studies, education, planning, and international development.
-
D.
School of Social Policy & Practice
The School of Social Policy & Practice is a graduate professional school at the University of Pennsylvania focused on social work, social policy, nonprofit leadership, and social justice.
-
E.
School of Public Health
The School of Public Health at the University of California, Berkeley is a leading institution dedicated to research, education, and practice in public health disciplines such as epidemiology, environmental health, health policy, and global health.
- 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: Human Ecology Section Triple: [Ecological Society of America, hasSection, Human Ecology Section]
Generated description
The Human Ecology Section is a division of the Ecological Society of America that focuses on the relationships between humans and their natural environments, integrating ecological and social science perspectives.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Human Ecology Section Target entity description: The Human Ecology Section is a division of the Ecological Society of America that focuses on the relationships between humans and their natural environments, integrating ecological and social science perspectives.
-
A.
Center for Health and the Global Environment
The Center for Health and the Global Environment is a research and policy institute that examines how environmental change affects human health and promotes sustainable solutions to protect both people and the planet.
-
B.
Human Well-Being and the Natural Environment
"Human Well-Being and the Natural Environment" is an influential book by economist Partha Dasgupta that analyzes how economic development, environmental sustainability, and human welfare are interlinked.
-
C.
School of Environment, Education and Development
The School of Environment, Education and Development is an academic unit at the University of Manchester that focuses on interdisciplinary teaching and research in areas such as environmental studies, education, planning, and international development.
-
D.
School of Social Policy & Practice
The School of Social Policy & Practice is a graduate professional school at the University of Pennsylvania focused on social work, social policy, nonprofit leadership, and social justice.
-
E.
School of Public Health
The School of Public Health at the University of California, Berkeley is a leading institution dedicated to research, education, and practice in public health disciplines such as epidemiology, environmental health, health policy, and global health.
- 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_69a25946a7ac8190a78871c210213272 |
completed | Feb. 28, 2026, 2:56 a.m. |
| NER | Named-entity recognition | batch_69a25e4f78bc81909a64fd6aaec3b504 |
completed | Feb. 28, 2026, 3:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3a33be60481908016ef90c44498a7 |
completed | March 1, 2026, 2:23 a.m. |
| NEDg | Description generation | batch_69a3a4068610819086b8a58a0a9198b7 |
completed | March 1, 2026, 2:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3a49050ec8190b81afc1407187e3f |
completed | March 1, 2026, 2:29 a.m. |
Created at: Feb. 28, 2026, 3:02 a.m.