Triple
T8099569
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chamberlain |
E189072
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Willard Joseph Chamberlin
Willard Joseph Chamberlin was an American entomologist and academic known for his influential work on forest insect pests and beetle taxonomy.
|
E720217
|
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: Willard Joseph Chamberlin | Statement: [Chamberlain, hasNotableBearer, Willard Joseph Chamberlin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Willard Joseph Chamberlin Context triple: [Chamberlain, hasNotableBearer, Willard Joseph Chamberlin]
-
A.
Allan Nunn May
Allan Nunn May was a British physicist who became one of the first and most significant atomic spies, passing nuclear secrets from the UK to the Soviet Union during and after World War II.
-
B.
Alfred Beckley
Alfred Beckley was a 19th-century American military officer, politician, and landowner best known for establishing the city that became Beckley, West Virginia.
-
C.
Louis D. Lighton
Louis D. Lighton was an American film producer active during Hollywood’s studio era, known for overseeing a range of major motion pictures in the 1920s and 1930s.
-
D.
Hugh J. Jewett
Hugh J. Jewett was a 19th-century American lawyer, politician, and railroad executive best known for serving as president of the Erie Railroad.
-
E.
George C. Powell
George C. Powell was the father of Lewis Powell, one of the conspirators involved in the assassination plot against U.S. President Abraham Lincoln.
- 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: Willard Joseph Chamberlin Triple: [Chamberlain, hasNotableBearer, Willard Joseph Chamberlin]
Generated description
Willard Joseph Chamberlin was an American entomologist and academic known for his influential work on forest insect pests and beetle taxonomy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Willard Joseph Chamberlin Target entity description: Willard Joseph Chamberlin was an American entomologist and academic known for his influential work on forest insect pests and beetle taxonomy.
-
A.
Allan Nunn May
Allan Nunn May was a British physicist who became one of the first and most significant atomic spies, passing nuclear secrets from the UK to the Soviet Union during and after World War II.
-
B.
Alfred Beckley
Alfred Beckley was a 19th-century American military officer, politician, and landowner best known for establishing the city that became Beckley, West Virginia.
-
C.
Louis D. Lighton
Louis D. Lighton was an American film producer active during Hollywood’s studio era, known for overseeing a range of major motion pictures in the 1920s and 1930s.
-
D.
Hugh J. Jewett
Hugh J. Jewett was a 19th-century American lawyer, politician, and railroad executive best known for serving as president of the Erie Railroad.
-
E.
George C. Powell
George C. Powell was the father of Lewis Powell, one of the conspirators involved in the assassination plot against U.S. President Abraham Lincoln.
- 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_69ca82b886d88190a9cba0d5a4a27521 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb42961ad4819085d023427fc5ac5f |
completed | March 31, 2026, 3:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd3438ae2481909549a05f195cda39 |
completed | April 1, 2026, 3:05 p.m. |
| NEDg | Description generation | batch_69cd36ecc1d88190a978f1d51b0e1382 |
completed | April 1, 2026, 3:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd4e7822e48190bb573162f224bd8c |
completed | April 1, 2026, 4:57 p.m. |
Created at: March 30, 2026, 5:31 p.m.