Triple
T10236097
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Irvin S. Cobb |
E243466
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Speaking of Operations
"Speaking of Operations" is a humorous work by American writer and satirist Irvin S. Cobb, known for its witty commentary and lighthearted storytelling.
|
E852909
|
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: Speaking of Operations | Statement: [Irvin S. Cobb, notableWork, Speaking of Operations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Speaking of Operations Context triple: [Irvin S. Cobb, notableWork, Speaking of Operations]
-
A.
Operation Aider
Operation Aider was a significant military offensive conducted during the Eritrean–Ethiopian War, notable for its large-scale engagements and impact on the conflict’s outcome.
-
B.
Operation Capital
Operation Capital was a World War II Allied offensive in Burma aimed at advancing against Japanese forces as part of the larger Burma campaign.
-
C.
Operation Tractable
Operation Tractable was a World War II Allied offensive in August 1944 aimed at closing the Falaise Pocket in Normandy by linking Canadian and Polish forces with American troops to encircle retreating German armies.
-
D.
Operation T
Operation T was the codename for the World War II Battle of Tornio, a Finnish-German engagement in northern Finland during the Lapland War.
-
E.
A Call to Service
"A Call to Service" is a political memoir and policy manifesto by John Kerry outlining his life in public service and his vision for America's future.
- 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: Speaking of Operations Triple: [Irvin S. Cobb, notableWork, Speaking of Operations]
Generated description
"Speaking of Operations" is a humorous work by American writer and satirist Irvin S. Cobb, known for its witty commentary and lighthearted storytelling.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Speaking of Operations Target entity description: "Speaking of Operations" is a humorous work by American writer and satirist Irvin S. Cobb, known for its witty commentary and lighthearted storytelling.
-
A.
Operation Aider
Operation Aider was a significant military offensive conducted during the Eritrean–Ethiopian War, notable for its large-scale engagements and impact on the conflict’s outcome.
-
B.
Operation Capital
Operation Capital was a World War II Allied offensive in Burma aimed at advancing against Japanese forces as part of the larger Burma campaign.
-
C.
Operation Tractable
Operation Tractable was a World War II Allied offensive in August 1944 aimed at closing the Falaise Pocket in Normandy by linking Canadian and Polish forces with American troops to encircle retreating German armies.
-
D.
Operation T
Operation T was the codename for the World War II Battle of Tornio, a Finnish-German engagement in northern Finland during the Lapland War.
-
E.
A Call to Service
"A Call to Service" is a political memoir and policy manifesto by John Kerry outlining his life in public service and his vision for America's future.
- 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_69d381b0f97c819085c9b45799a5fb7c |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4d219ab04819094a17c96bf1d65ae |
completed | April 7, 2026, 9:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d6f762732481909246dcb768074643 |
completed | April 9, 2026, 12:48 a.m. |
| NEDg | Description generation | batch_69d6fcaa16788190a4c7ef79a78febc6 |
completed | April 9, 2026, 1:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d6fd6d705c81908e469068937a79b3 |
completed | April 9, 2026, 1:14 a.m. |
Created at: April 6, 2026, 11:22 a.m.