Triple
T23315888
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Reclaiming Development: An Alternative Economic Policy Manual |
E590704
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
Ilene Grabel
Ilene Grabel is a political economist and professor known for her critical work on international finance and development, particularly in advocating heterodox and progressive economic policy alternatives.
|
E1582705
|
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: Ilene Grabel | Statement: [Reclaiming Development: An Alternative Economic Policy Manual, coAuthor, Ilene Grabel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ilene Grabel Context triple: [Reclaiming Development: An Alternative Economic Policy Manual, coAuthor, Ilene Grabel]
-
A.
Gloria Rudisch
Gloria Rudisch is an American pediatrician and public health official best known as the wife of artificial intelligence pioneer Marvin Minsky.
-
B.
Elaine Kimmel
Elaine Kimmel is the wife of American late-night talk show host and comedian Jimmy Kimmel.
-
C.
Arlene Howell
Arlene Howell is an American actress best known for her role as the secretary Melody Lee Mercer on the television detective series "Bourbon Street Beat."
-
D.
Marilyn Hack
Marilyn Hack is a fictional aging actress character portrayed by Catherine O'Hara in the satirical film "For Your Consideration."
-
E.
Barbara Bach
Barbara Bach is an American actress and former model best known for playing Bond girl Anya Amasova in the James Bond film "The Spy Who Loved Me."
- 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: Ilene Grabel Triple: [Reclaiming Development: An Alternative Economic Policy Manual, coAuthor, Ilene Grabel]
Generated description
Ilene Grabel is a political economist and professor known for her critical work on international finance and development, particularly in advocating heterodox and progressive economic policy alternatives.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ilene Grabel Target entity description: Ilene Grabel is a political economist and professor known for her critical work on international finance and development, particularly in advocating heterodox and progressive economic policy alternatives.
-
A.
Gloria Rudisch
Gloria Rudisch is an American pediatrician and public health official best known as the wife of artificial intelligence pioneer Marvin Minsky.
-
B.
Elaine Kimmel
Elaine Kimmel is the wife of American late-night talk show host and comedian Jimmy Kimmel.
-
C.
Arlene Howell
Arlene Howell is an American actress best known for her role as the secretary Melody Lee Mercer on the television detective series "Bourbon Street Beat."
-
D.
Marilyn Hack
Marilyn Hack is a fictional aging actress character portrayed by Catherine O'Hara in the satirical film "For Your Consideration."
-
E.
Barbara Bach
Barbara Bach is an American actress and former model best known for playing Bond girl Anya Amasova in the James Bond film "The Spy Who Loved Me."
- 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_69e25d1d32188190948eb76909d1dcc3 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f197816024819086c547ba89f84286 |
completed | April 29, 2026, 5:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c5dc451748190875e220e2ca971ca |
completed | May 19, 2026, 12:55 p.m. |
| NEDg | Description generation | batch_6a0c5f90146c8190b5035747abcfdb6e |
completed | May 19, 2026, 1:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c601b5d288190b5cf4f3e0c8cde15 |
completed | May 19, 2026, 1:05 p.m. |
Created at: April 17, 2026, 5:06 p.m.