Triple
T19290624
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ecological economics |
E482428
|
entity |
| Predicate | associatedWithScholar |
P2830
|
FINISHED |
| Object | Joshua Farley |
—
|
NE NERFINISHED |
How this triple was built (3 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: Joshua Farley | Statement: [ecological economics, associatedWithScholar, Joshua Farley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joshua Farley Context triple: [ecological economics, associatedWithScholar, Joshua Farley]
-
A.
Joshua Luellen
Joshua Luellen, better known as Southside, is an American record producer and songwriter recognized for his influential work in trap music and collaborations with major hip-hop artists.
-
B.
Joshua Cody
Joshua Cody is the troubled teenage protagonist of the crime drama series "Animal Kingdom," who becomes entangled in his Southern California family's criminal enterprises after his mother's death.
-
C.
Joshua Wells
Joshua Wells is a musician best known as a member of the Canadian psychedelic rock band Black Mountain.
-
D.
Joshua Boger
Joshua Boger is an American chemist and entrepreneur best known as the founder and longtime leader of the biotechnology company Vertex Pharmaceuticals, a pioneer in small-molecule drug discovery.
-
E.
Joshua York
Joshua York is a mysterious, pale aristocrat and vampire who partners with steamboat captain Abner Marsh in George R. R. Martin’s historical horror novel "Fevre Dream."
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joshua Farley Target entity description: Joshua Farley is an ecological economist known for his work on sustainable development, ecological macroeconomics, and co-authoring influential texts on ecological economics.
-
A.
Joshua Luellen
Joshua Luellen, better known as Southside, is an American record producer and songwriter recognized for his influential work in trap music and collaborations with major hip-hop artists.
-
B.
Joshua Cody
Joshua Cody is the troubled teenage protagonist of the crime drama series "Animal Kingdom," who becomes entangled in his Southern California family's criminal enterprises after his mother's death.
-
C.
Joshua Wells
Joshua Wells is a musician best known as a member of the Canadian psychedelic rock band Black Mountain.
-
D.
Joshua Boger
Joshua Boger is an American chemist and entrepreneur best known as the founder and longtime leader of the biotechnology company Vertex Pharmaceuticals, a pioneer in small-molecule drug discovery.
-
E.
Joshua York
Joshua York is a mysterious, pale aristocrat and vampire who partners with steamboat captain Abner Marsh in George R. R. Martin’s historical horror novel "Fevre Dream."
- F. None of above. chosen
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_69d8e8cf61b0819096fe3e4107827c4e |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e5fc05c9dc8190846b279f82ae0fa3 |
completed | April 20, 2026, 10:12 a.m. |
Created at: April 10, 2026, 1:30 p.m.