Triple
T4262260
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Charles Sanders Peirce |
E96129
|
entity |
| Predicate | academicAdvisor |
P167
|
FINISHED |
| Object |
Benjamin Peirce
Benjamin Peirce was a prominent 19th-century American mathematician and Harvard professor known for his work in celestial mechanics and algebra, and for being a leading figure in the development of mathematics in the United States.
|
E425801
|
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: Benjamin Peirce | Statement: [Charles Sanders Peirce, academicAdvisor, Benjamin Peirce]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benjamin Peirce Context triple: [Charles Sanders Peirce, academicAdvisor, Benjamin Peirce]
-
A.
Simon Newcomb
Simon Newcomb was a 19th-century Canadian-American astronomer and mathematician renowned for his work in celestial mechanics, astronomical constants, and early studies of what became known as Benford's law.
-
B.
George W. Hill
George W. Hill is an American film director and cinematographer known for his work in early Hollywood cinema during the silent and early sound eras.
-
C.
Ernest W. Bowditch
Ernest W. Bowditch was a prominent American landscape architect of the late 19th and early 20th centuries known for designing grounds for major estates and public spaces in the United States.
-
D.
George Peter Alexander Healy
George Peter Alexander Healy was a prominent 19th-century American portrait painter renowned for his depictions of U.S. presidents and other notable political and cultural figures.
-
E.
Benjamin Silliman
Benjamin Silliman was a pioneering American chemist and geologist, one of Yale College’s first science professors, and a key figure in the early development of scientific education in the United States.
- 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: Benjamin Peirce Triple: [Charles Sanders Peirce, academicAdvisor, Benjamin Peirce]
Generated description
Benjamin Peirce was a prominent 19th-century American mathematician and Harvard professor known for his work in celestial mechanics and algebra, and for being a leading figure in the development of mathematics in the United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Benjamin Peirce Target entity description: Benjamin Peirce was a prominent 19th-century American mathematician and Harvard professor known for his work in celestial mechanics and algebra, and for being a leading figure in the development of mathematics in the United States.
-
A.
Simon Newcomb
Simon Newcomb was a 19th-century Canadian-American astronomer and mathematician renowned for his work in celestial mechanics, astronomical constants, and early studies of what became known as Benford's law.
-
B.
George W. Hill
George W. Hill is an American film director and cinematographer known for his work in early Hollywood cinema during the silent and early sound eras.
-
C.
Ernest W. Bowditch
Ernest W. Bowditch was a prominent American landscape architect of the late 19th and early 20th centuries known for designing grounds for major estates and public spaces in the United States.
-
D.
George Peter Alexander Healy
George Peter Alexander Healy was a prominent 19th-century American portrait painter renowned for his depictions of U.S. presidents and other notable political and cultural figures.
-
E.
Benjamin Silliman
Benjamin Silliman was a pioneering American chemist and geologist, one of Yale College’s first science professors, and a key figure in the early development of scientific education in the United States.
- 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_69b3454095ac81909c2494f7ff294af1 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34f82b2688190bf4c581e13a9c4b9 |
completed | March 12, 2026, 11:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5b78c93c48190a4274f0de3fc2d25 |
completed | March 14, 2026, 7:31 p.m. |
| NEDg | Description generation | batch_69b5b85f31d481908f85ea08b9af5b52 |
completed | March 14, 2026, 7:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5b8d0fc1c8190908724ea4f7c3d17 |
completed | March 14, 2026, 7:36 p.m. |
Created at: March 12, 2026, 11:06 p.m.