Triple
T6148445
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Proto-Sino-Tibetan |
E137137
|
entity |
| Predicate | studiedBy |
P1945
|
FINISHED |
| Object |
Paul K. Benedict
Paul K. Benedict was an American linguist and anthropologist renowned for his pioneering comparative work on Sino-Tibetan and other East and Southeast Asian language families.
|
E760277
|
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: Paul K. Benedict | Statement: [Proto-Sino-Tibetan, studiedBy, Paul K. Benedict]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Paul K. Benedict Context triple: [Proto-Sino-Tibetan, studiedBy, Paul K. Benedict]
-
A.
Wallace J. Benedict
Wallace J. Benedict was the husband of American lawyer and feminist activist Crystal Eastman.
-
B.
Franklin H. Martin
Franklin H. Martin was an American surgeon and medical leader best known for founding and guiding the development of the American College of Surgeons.
-
C.
William C. Redfield
William C. Redfield was an American politician and businessman who became the inaugural U.S. Secretary of Commerce in the early 20th century.
-
D.
Ferdinand L. Barnett
Ferdinand L. Barnett was an African American lawyer, journalist, and civil rights activist in Chicago who founded the influential black newspaper The Conservator and worked prominently for racial justice in the late 19th and early 20th centuries.
-
E.
Sidney A. Franklin
Sidney A. Franklin was an American film director and producer best known for his work during Hollywood’s classical era, including several acclaimed literary adaptations.
- 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: Paul K. Benedict Triple: [Proto-Sino-Tibetan, studiedBy, Paul K. Benedict]
Generated description
Paul K. Benedict was an American linguist and anthropologist renowned for his pioneering comparative work on Sino-Tibetan and other East and Southeast Asian language families.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Paul K. Benedict Target entity description: Paul K. Benedict was an American linguist and anthropologist renowned for his pioneering comparative work on Sino-Tibetan and other East and Southeast Asian language families.
-
A.
Wallace J. Benedict
Wallace J. Benedict was the husband of American lawyer and feminist activist Crystal Eastman.
-
B.
Franklin H. Martin
Franklin H. Martin was an American surgeon and medical leader best known for founding and guiding the development of the American College of Surgeons.
-
C.
William C. Redfield
William C. Redfield was an American politician and businessman who became the inaugural U.S. Secretary of Commerce in the early 20th century.
-
D.
Ferdinand L. Barnett
Ferdinand L. Barnett was an African American lawyer, journalist, and civil rights activist in Chicago who founded the influential black newspaper The Conservator and worked prominently for racial justice in the late 19th and early 20th centuries.
-
E.
Sidney A. Franklin
Sidney A. Franklin was an American film director and producer best known for his work during Hollywood’s classical era, including several acclaimed literary adaptations.
- 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_69c008a2c6308190a56519b22d55d083 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c05ce07fb081909278088e9e2e2959 |
completed | March 22, 2026, 9:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf883201d481909efd2f57e852a175 |
completed | April 3, 2026, 9:28 a.m. |
| NEDg | Description generation | batch_69cf8a3d8e548190911d44ee36875d44 |
completed | April 3, 2026, 9:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf8ae86e1881908a77f660c061bf69 |
completed | April 3, 2026, 9:39 a.m. |
Created at: March 22, 2026, 4:16 p.m.