Triple
T2939769
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Anne H. Ehrlich |
E79356
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | The Population Explosion |
E79414
|
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 Population Explosion | Statement: [Anne H. Ehrlich, notableWork, The Population Explosion]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Population Explosion Context triple: [Anne H. Ehrlich, notableWork, The Population Explosion]
-
A.
"The Population Explosion"
chosen
"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.
-
B.
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.
-
C.
Populorum progressio
Populorum progressio is a 1967 papal encyclical that addresses global economic justice, development of peoples, and the moral dimensions of poverty and inequality.
-
D.
The Livelihood of Man
The Livelihood of Man is a posthumously published work by economic historian Karl Polanyi that explores the historical and social foundations of economic systems and critiques market-centered theories.
-
E.
Malthusian catastrophe
A Malthusian catastrophe is a theoretical scenario in which unchecked population growth outstrips food production, leading to widespread famine, disease, and social collapse.
- 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_69ad8b0fbab081908f6a61567c045d8d |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad986d9a248190927efc1a0c7d247f |
completed | March 8, 2026, 3:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b08686b0388190a214ad8a615f2da5 |
completed | March 10, 2026, 9 p.m. |
Created at: March 8, 2026, 2:56 p.m.