Triple
T17229584
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | socialist calculation debate |
E418206
|
entity |
| Predicate | hasProponent |
P9868
|
FINISHED |
| Object |
Abba Lerner
Abba Lerner was a 20th-century economist known for his contributions to welfare economics, functional finance, and market socialism.
|
E1257406
|
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: Abba Lerner | Statement: [socialist calculation debate, hasProponent, Abba Lerner]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Abba Lerner Context triple: [socialist calculation debate, hasProponent, Abba Lerner]
-
A.
Max Abramovitz
Max Abramovitz was a prominent American architect known for his modernist designs of major cultural and institutional buildings, including notable performance arts centers and university facilities.
-
B.
Avraham Friedman
Avraham Friedman is a personal name that may refer to multiple individuals, typically of Jewish heritage, rather than a single widely recognized public figure.
-
C.
Chaim Okun
Chaim Okun is an individual notable enough to be recognized as a namesake or distinguished bearer of the surname Okun.
-
D.
Jacob Viner
Jacob Viner was a prominent 20th-century economist known for his influential work in international trade theory, public finance, and his role in shaping modern economic thought.
-
E.
Ragnar Nurkse
Ragnar Nurkse was an influential Estonian economist known for his work on development economics and the theory of balanced growth in poor countries.
- 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: Abba Lerner Triple: [socialist calculation debate, hasProponent, Abba Lerner]
Generated description
Abba Lerner was a 20th-century economist known for his contributions to welfare economics, functional finance, and market socialism.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Abba Lerner Target entity description: Abba Lerner was a 20th-century economist known for his contributions to welfare economics, functional finance, and market socialism.
-
A.
Max Abramovitz
Max Abramovitz was a prominent American architect known for his modernist designs of major cultural and institutional buildings, including notable performance arts centers and university facilities.
-
B.
Avraham Friedman
Avraham Friedman is a personal name that may refer to multiple individuals, typically of Jewish heritage, rather than a single widely recognized public figure.
-
C.
Chaim Okun
Chaim Okun is an individual notable enough to be recognized as a namesake or distinguished bearer of the surname Okun.
-
D.
Jacob Viner
Jacob Viner was a prominent 20th-century economist known for his influential work in international trade theory, public finance, and his role in shaping modern economic thought.
-
E.
Ragnar Nurkse
Ragnar Nurkse was an influential Estonian economist known for his work on development economics and the theory of balanced growth in poor countries.
- 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_69d886d8e96081909870bff6c3d0bf09 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e42df62ec48190b2ed633a5bcc0255 |
completed | April 19, 2026, 1:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01675eae08819093427b4dc1ffee5f |
completed | May 11, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_6a016a1f6eac8190951ae30f37144d2a |
completed | May 11, 2026, 5:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a016a92af248190aaed36040486bf40 |
completed | May 11, 2026, 5:35 a.m. |
Created at: April 10, 2026, 5:39 a.m.