Triple
T1227828
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chalmers Johnson |
E26366
|
entity |
| Predicate | givenName |
P17
|
FINISHED |
| Object |
Chalmers
Chalmers is a masculine given name most notably borne by the American political scientist and Japan scholar Chalmers Johnson.
|
E140371
|
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: Chalmers | Statement: [Chalmers Johnson, givenName, Chalmers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chalmers Context triple: [Chalmers Johnson, givenName, Chalmers]
-
A.
Thiel
Thiel is the surname of Peter Thiel, the German-American billionaire entrepreneur, venture capitalist, and co-founder of PayPal and Palantir Technologies.
-
B.
Putnam
Putnam is a prominent New England family name historically associated with several key figures in the Salem witch trials and early American colonial life.
-
C.
Heythrop
Heythrop is a small rural village in West Oxfordshire, England, known for its historic country estate and tranquil countryside setting.
-
D.
Bartlett
Bartlett is a given name most notably borne by Bartlett S. Durham, the physician and landowner after whom the city of Durham, North Carolina, is named.
-
E.
Radcliffe
Radcliffe is a town in Greater Manchester, England, historically part of Lancashire and known for its industrial heritage along the River Irwell.
- 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: Chalmers Triple: [Chalmers Johnson, givenName, Chalmers]
Generated description
Chalmers is a masculine given name most notably borne by the American political scientist and Japan scholar Chalmers Johnson.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chalmers Target entity description: Chalmers is a masculine given name most notably borne by the American political scientist and Japan scholar Chalmers Johnson.
-
A.
Thiel
Thiel is the surname of Peter Thiel, the German-American billionaire entrepreneur, venture capitalist, and co-founder of PayPal and Palantir Technologies.
-
B.
Putnam
Putnam is a prominent New England family name historically associated with several key figures in the Salem witch trials and early American colonial life.
-
C.
Heythrop
Heythrop is a small rural village in West Oxfordshire, England, known for its historic country estate and tranquil countryside setting.
-
D.
Bartlett
Bartlett is a given name most notably borne by Bartlett S. Durham, the physician and landowner after whom the city of Durham, North Carolina, is named.
-
E.
Radcliffe
Radcliffe is a town in Greater Manchester, England, historically part of Lancashire and known for its industrial heritage along the River Irwell.
- 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_69a49484688c8190a1bf285eb396a8b6 |
completed | March 1, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69a4be3c5d4c819087f9e9e37204c3be |
completed | March 1, 2026, 10:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac8a1242048190ba6ffcaacc4ca5d5 |
completed | March 7, 2026, 8:26 p.m. |
| NEDg | Description generation | batch_69ac8a9d03c8819097cea548a31d866d |
completed | March 7, 2026, 8:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac8b041e188190ac9e1ce2c2728c94 |
completed | March 7, 2026, 8:31 p.m. |
Created at: March 1, 2026, 7:47 p.m.