Triple
T2128796
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chambers |
E46486
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Nathaniel Chambers
Nathaniel Chambers is a computer scientist known for his work in natural language processing, particularly in narrative event understanding and script learning.
|
E243718
|
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: Nathaniel Chambers | Statement: [Chambers, hasNotableBearer, Nathaniel Chambers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nathaniel Chambers Context triple: [Chambers, hasNotableBearer, Nathaniel Chambers]
-
A.
Nathaniel Crosby
Nathaniel Crosby is an American former amateur golfer and golf industry professional, best known as the son of legendary singer and actor Bing Crosby.
-
B.
Wilmot Reed
Wilmot Reed is the given first and middle name of Reed Hastings, the American entrepreneur best known as the co-founder and former CEO of Netflix.
-
C.
Nathaniel Moran
Nathaniel Moran is a Republican politician serving as the U.S. Representative for Texas's 1st congressional district.
-
D.
Samuel March
Samuel March was one of the early New York stockbrokers who helped found what became the New York Stock Exchange by signing the 1792 Buttonwood Agreement.
-
E.
Gulian McEvers
Gulian McEvers was an early American merchant and broker in New York City who was among the original founders of what became the New York Stock Exchange.
- 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: Nathaniel Chambers Triple: [Chambers, hasNotableBearer, Nathaniel Chambers]
Generated description
Nathaniel Chambers is a computer scientist known for his work in natural language processing, particularly in narrative event understanding and script learning.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nathaniel Chambers Target entity description: Nathaniel Chambers is a computer scientist known for his work in natural language processing, particularly in narrative event understanding and script learning.
-
A.
Nathaniel Crosby
Nathaniel Crosby is an American former amateur golfer and golf industry professional, best known as the son of legendary singer and actor Bing Crosby.
-
B.
Wilmot Reed
Wilmot Reed is the given first and middle name of Reed Hastings, the American entrepreneur best known as the co-founder and former CEO of Netflix.
-
C.
Nathaniel Moran
Nathaniel Moran is a Republican politician serving as the U.S. Representative for Texas's 1st congressional district.
-
D.
Samuel March
Samuel March was one of the early New York stockbrokers who helped found what became the New York Stock Exchange by signing the 1792 Buttonwood Agreement.
-
E.
Gulian McEvers
Gulian McEvers was an early American merchant and broker in New York City who was among the original founders of what became the New York Stock Exchange.
- 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_69a88a1626548190ae59a5028c3baa8e |
completed | March 4, 2026, 7:37 p.m. |
| NER | Named-entity recognition | batch_69abbb7659f48190871cb27faf47e18a |
completed | March 7, 2026, 5:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae6533c7f081909860c89a2a53ad49 |
completed | March 9, 2026, 6:14 a.m. |
| NEDg | Description generation | batch_69ae65bfafec8190adf80379cd5b34f3 |
completed | March 9, 2026, 6:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae6622b0688190bf90fa04780bbf80 |
completed | March 9, 2026, 6:18 a.m. |
Created at: March 4, 2026, 7:44 p.m.