Triple
T2920634
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Population Bomb |
E78711
|
entity |
| Predicate | relatedWork |
P37
|
FINISHED |
| Object | The Limits to Growth |
E218621
|
NE FINISHED |
How this triple was built (2 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: The Limits to Growth | Statement: [The Population Bomb, relatedWork, The Limits to Growth]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Limits to Growth Context triple: [The Population Bomb, relatedWork, The Limits to Growth]
-
A.
Our Common Future
Our Common Future is the landmark 1987 report by the World Commission on Environment and Development that popularized the concept of sustainable development and shaped global environmental policy.
-
B.
Club of Rome
chosen
The Club of Rome is a global think tank founded in 1968, best known for its influential "The Limits to Growth" report on sustainability, resource depletion, and long-term planetary challenges.
-
C.
Earth in the Balance
Earth in the Balance is a 1992 environmental book by Al Gore that examines the global ecological crisis and advocates for comprehensive political and social action to address climate change and environmental degradation.
-
D.
the book "The Population Bomb"
"The Population Bomb" is a 1968 book by biologist Paul R. Ehrlich that famously warned of imminent global overpopulation crises and helped spark widespread debate about population growth and environmental limits.
-
E.
"The Population Explosion"
"The Population Explosion" is a 1990 book by biologist Paul R. Ehrlich that warns about the environmental and social consequences of rapid human population growth and advocates for population control measures.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ad8b0c2ad081909ff87050ae542bb9 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad96a672f88190851e487dac18d43f |
completed | March 8, 2026, 3:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b056344ca48190b4d14dd2c1ac643d |
completed | March 10, 2026, 5:34 p.m. |
Created at: March 8, 2026, 2:54 p.m.