Triple
T37178612
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Assaf Razin |
E921125
|
entity |
| Predicate | hasWritten |
P2831
|
FINISHED |
| Object |
Labor, Capital, and Finance: International Flows
"Labor, Capital, and Finance: International Flows" is an economics book by Assaf Razin that analyzes the causes, mechanisms, and policy implications of cross-border movements of labor, capital, and financial resources in the global economy.
|
E2216259
|
NE FINISHED |
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: Labor, Capital, and Finance: International Flows | Statement: [Assaf Razin, hasWritten, Labor, Capital, and Finance: International Flows]
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: Labor, Capital, and Finance: International Flows Triple: [Assaf Razin, hasWritten, Labor, Capital, and Finance: International Flows]
Generated description
"Labor, Capital, and Finance: International Flows" is an economics book by Assaf Razin that analyzes the causes, mechanisms, and policy implications of cross-border movements of labor, capital, and financial resources in the global economy.
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_69f76ea250bc819083f28d81de25cd0c |
completed | May 3, 2026, 3:49 p.m. |
| NER | Named-entity recognition | batch_69fb35ef8cac8190bce5624f8f4932ee |
completed | May 6, 2026, 12:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a402bc777e8819099ad56c989844a59 |
completed | June 27, 2026, 8 p.m. |
| NEDg | Description generation | batch_6a402df5d9ac8190bb269663af7cdf1f |
completed | June 27, 2026, 8:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a403059f0ac8190b576a259876fdb0f |
completed | June 27, 2026, 8:19 p.m. |
Created at: May 3, 2026, 4:15 p.m.