Triple
T20661581
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Desperation |
E507770
|
entity |
| Predicate | dedicatedTo |
P500
|
FINISHED |
| Object | Anne H. Ehrlich |
—
|
NE NERFINISHED |
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: Anne H. Ehrlich | Statement: [Desperation, dedicatedTo, Anne H. Ehrlich]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Anne H. Ehrlich Context triple: [Desperation, dedicatedTo, Anne H. Ehrlich]
-
A.
Anne H. Ehrlich
chosen
Anne H. Ehrlich is an American environmentalist and author known for her collaborative work on population, ecology, and conservation issues, often co-writing influential books and articles with her husband, biologist Paul R. Ehrlich.
-
B.
Paul R. Ehrlich
Paul R. Ehrlich is an American biologist and population studies scholar best known for his influential and controversial work on overpopulation and environmental sustainability, including the book "The Population Bomb."
-
C.
Donella Meadows
Donella Meadows was an American environmental scientist, systems thinker, and author best known for co-writing "The Limits to Growth" and pioneering work in sustainability and systems dynamics.
-
D.
Lester R. Brown
Lester R. Brown is an American environmental analyst, author, and founder of the Earth Policy Institute, widely recognized for his influential work on global sustainability and resource issues.
-
E.
Julian Simon
Julian Simon was an American economist known for his optimistic views on population growth and natural resources, famously arguing that human ingenuity is the "ultimate resource."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0b4c059bc81908ea762cd73ea4424 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6b2f2ee4081908df9ba897c9dfc98 |
completed | April 20, 2026, 11:12 p.m. |
Created at: April 16, 2026, 11:44 a.m.