Triple
T384160
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Great Moderation |
E8742
|
entity |
| Predicate | namedBy |
P63
|
FINISHED |
| Object |
James Stock
James Stock is an American economist known for his influential work in macroeconometrics and for coining the term "Great Moderation" to describe the period of reduced economic volatility in the late 20th century.
|
E60614
|
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: James Stock | Statement: [Great Moderation, namedBy, James Stock]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Stock Context triple: [Great Moderation, namedBy, James Stock]
-
A.
John Hudson
John Hudson was one of the sons of the English explorer Henry Hudson, who is believed to have accompanied his father on his final, ill-fated voyage in search of a Northwest Passage.
-
B.
William Hulton
William Hulton was a British magistrate and landowner best known for ordering the yeomanry to arrest speakers at the 1819 Peterloo reform meeting, a decision that helped trigger the ensuing massacre.
-
C.
Alan Cottrell
Alan Cottrell was a prominent British metallurgist and materials scientist renowned for his pioneering work on the mechanical properties of metals and their defects.
-
D.
John Kirk
John Kirk is a relatively common personal name shared by multiple individuals across various professions and historical periods.
-
E.
George Burroughs
George Burroughs was a Puritan minister in colonial New England who was infamously executed for alleged witchcraft during the Salem witch trials.
- 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: James Stock Triple: [Great Moderation, namedBy, James Stock]
Generated description
James Stock is an American economist known for his influential work in macroeconometrics and for coining the term "Great Moderation" to describe the period of reduced economic volatility in the late 20th century.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Stock Target entity description: James Stock is an American economist known for his influential work in macroeconometrics and for coining the term "Great Moderation" to describe the period of reduced economic volatility in the late 20th century.
-
A.
John Hudson
John Hudson was one of the sons of the English explorer Henry Hudson, who is believed to have accompanied his father on his final, ill-fated voyage in search of a Northwest Passage.
-
B.
William Hulton
William Hulton was a British magistrate and landowner best known for ordering the yeomanry to arrest speakers at the 1819 Peterloo reform meeting, a decision that helped trigger the ensuing massacre.
-
C.
Alan Cottrell
Alan Cottrell was a prominent British metallurgist and materials scientist renowned for his pioneering work on the mechanical properties of metals and their defects.
-
D.
John Kirk
John Kirk is a relatively common personal name shared by multiple individuals across various professions and historical periods.
-
E.
George Burroughs
George Burroughs was a Puritan minister in colonial New England who was infamously executed for alleged witchcraft during the Salem witch trials.
- 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_69a2e7f47dd08190a4e294ccbbe46cd4 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ec422b808190b6ddf747ef939151 |
completed | Feb. 28, 2026, 1:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a47117818c8190ac5f0d6a3fc9c3a3 |
completed | March 1, 2026, 5:02 p.m. |
| NEDg | Description generation | batch_69a472f1b4988190aeb0102e11c69ac6 |
completed | March 1, 2026, 5:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a473742eac8190a48052bb14cfb7e5 |
completed | March 1, 2026, 5:12 p.m. |
Created at: Feb. 28, 2026, 1:08 p.m.