Triple
T627883
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Paul R. Ehrlich |
E15858
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
"Extinction"
"Extinction" is a 1981 book by biologist Paul R. Ehrlich that examines the causes, consequences, and accelerating rates of species extinction driven largely by human activity.
|
E78713
|
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: "Extinction" | Statement: [Paul R. Ehrlich, notableWork, "Extinction"]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: "Extinction" Context triple: [Paul R. Ehrlich, notableWork, "Extinction"]
-
A.
Death by Black Hole
Death by Black Hole is a popular science book by astrophysicist Neil deGrasse Tyson that explores cosmic phenomena and the mysteries of the universe through engaging essays.
-
B.
The Endangered Earth
The Endangered Earth is the collective representation of the planet’s environmental crisis, recognized by Time as a symbolic “Person of the Year” to highlight global ecological threats and the urgency of conservation.
-
C.
Ad extirpanda
Ad extirpanda is a 1252 papal bull that authorized and regulated the use of torture by the Inquisition in the persecution of heretics.
-
D.
Doomsday
"Doomsday" is a highly acclaimed 2006 Doctor Who television episode that concludes the battle between the Cybermen and the Daleks while marking the emotional farewell between the Tenth Doctor and Rose Tyler.
-
E.
Inhuman Land
Inhuman Land is a harrowing memoir by Polish writer Józef Czapski that chronicles the suffering and experiences of Polish deportees in the Soviet Union during World War II.
- 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: "Extinction" Triple: [Paul R. Ehrlich, notableWork, "Extinction"]
Generated description
"Extinction" is a 1981 book by biologist Paul R. Ehrlich that examines the causes, consequences, and accelerating rates of species extinction driven largely by human activity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: "Extinction" Target entity description: "Extinction" is a 1981 book by biologist Paul R. Ehrlich that examines the causes, consequences, and accelerating rates of species extinction driven largely by human activity.
-
A.
Death by Black Hole
Death by Black Hole is a popular science book by astrophysicist Neil deGrasse Tyson that explores cosmic phenomena and the mysteries of the universe through engaging essays.
-
B.
The Endangered Earth
The Endangered Earth is the collective representation of the planet’s environmental crisis, recognized by Time as a symbolic “Person of the Year” to highlight global ecological threats and the urgency of conservation.
-
C.
Ad extirpanda
Ad extirpanda is a 1252 papal bull that authorized and regulated the use of torture by the Inquisition in the persecution of heretics.
-
D.
Doomsday
"Doomsday" is a highly acclaimed 2006 Doctor Who television episode that concludes the battle between the Cybermen and the Daleks while marking the emotional farewell between the Tenth Doctor and Rose Tyler.
-
E.
Inhuman Land
Inhuman Land is a harrowing memoir by Polish writer Józef Czapski that chronicles the suffering and experiences of Polish deportees in the Soviet Union during World War II.
- 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_69a4935c131c8190a5378c6bf101e8cc |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a49e59e2688190b3c18b17c5db1e2b |
completed | March 1, 2026, 8:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a56938be6481909a8eba01f5d856c1 |
completed | March 2, 2026, 10:40 a.m. |
| NEDg | Description generation | batch_69a569ec60a08190ad2f84dc20635621 |
completed | March 2, 2026, 10:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a56a6d09cc8190959d8d2e7621041f |
completed | March 2, 2026, 10:46 a.m. |
Created at: March 1, 2026, 7:35 p.m.