Triple
T18466653
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Roger W. Babson |
E451179
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Business Barometers
Business Barometers is an influential early 20th-century work on economic forecasting and business cycle analysis by statistician and entrepreneur Roger W. Babson.
|
E1326727
|
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: Business Barometers | Statement: [Roger W. Babson, notableWork, Business Barometers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Business Barometers Context triple: [Roger W. Babson, notableWork, Business Barometers]
-
A.
Industry and Analysis
Industry and Analysis is a division of the U.S. International Trade Administration that provides research, data, and policy analysis to support American industries in global markets.
-
B.
29 Business
29 Business is a special business route designation of U.S. Route 29 that serves local traffic and commercial areas rather than bypassing them.
-
C.
Business Roundtable
Business Roundtable is an association of chief executive officers from leading U.S. companies that advocates for pro-business public policies and corporate governance standards.
-
D.
Business Matters
Business Matters is a CNN Philippines television program focused on business news, economic developments, and corporate insights in the Philippines.
-
E.
Business Cycles
Business Cycles is an influential economic work by Joseph Schumpeter that analyzes the causes, patterns, and dynamics of capitalist economic fluctuations over time.
- 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: Business Barometers Triple: [Roger W. Babson, notableWork, Business Barometers]
Generated description
Business Barometers is an influential early 20th-century work on economic forecasting and business cycle analysis by statistician and entrepreneur Roger W. Babson.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Business Barometers Target entity description: Business Barometers is an influential early 20th-century work on economic forecasting and business cycle analysis by statistician and entrepreneur Roger W. Babson.
-
A.
Industry and Analysis
Industry and Analysis is a division of the U.S. International Trade Administration that provides research, data, and policy analysis to support American industries in global markets.
-
B.
29 Business
29 Business is a special business route designation of U.S. Route 29 that serves local traffic and commercial areas rather than bypassing them.
-
C.
Business Roundtable
Business Roundtable is an association of chief executive officers from leading U.S. companies that advocates for pro-business public policies and corporate governance standards.
-
D.
Business Matters
Business Matters is a CNN Philippines television program focused on business news, economic developments, and corporate insights in the Philippines.
-
E.
Business Cycles
Business Cycles is an influential economic work by Joseph Schumpeter that analyzes the causes, patterns, and dynamics of capitalist economic fluctuations over time.
- 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_69d8d38465a0819099b9b42d2a662ac1 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e52a83a27c8190aafb82f615c2dd72 |
completed | April 19, 2026, 7:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a043f24ff448190b1b54ff5209a7b01 |
completed | May 13, 2026, 9:06 a.m. |
| NEDg | Description generation | batch_6a0465ffc3e48190b2e69cf482e49577 |
completed | May 13, 2026, 11:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a04669583fc8190b32ce936b8bb0f63 |
completed | May 13, 2026, 11:55 a.m. |
Created at: April 10, 2026, 11:34 a.m.