Triple
T10344870
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nathaniel Chambers |
E243718
|
entity |
| Predicate | coAuthorWith |
P398
|
FINISHED |
| Object |
Taylor Berg-Kirkpatrick
Taylor Berg-Kirkpatrick is a computer scientist and researcher known for his work in natural language processing and machine learning.
|
E860297
|
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: Taylor Berg-Kirkpatrick | Statement: [Nathaniel Chambers, coAuthorWith, Taylor Berg-Kirkpatrick]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Taylor Berg-Kirkpatrick Context triple: [Nathaniel Chambers, coAuthorWith, Taylor Berg-Kirkpatrick]
-
A.
Kelly Martin
Kelly Martin is a musician who performed as part of the ensemble for the One World Concert event.
-
B.
Beth Johanssen
Beth Johanssen is a brilliant young NASA systems operator and communications specialist who is part of the Ares 3 crew in Andy Weir’s science fiction novel "The Martian."
-
C.
Kelly Hansen
Kelly Hansen is an American rock singer best known as the lead vocalist of the band Foreigner.
-
D.
Kristin Shepard
Kristin Shepard is a fictional character from the television series "Dallas," best known for shooting J.R. Ewing in one of TV's most famous cliffhangers.
-
E.
Taylor Bennett
Taylor Bennett is an American rapper and songwriter from Chicago known for his independent releases and for being the younger brother of Chance the Rapper.
- 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: Taylor Berg-Kirkpatrick Triple: [Nathaniel Chambers, coAuthorWith, Taylor Berg-Kirkpatrick]
Generated description
Taylor Berg-Kirkpatrick is a computer scientist and researcher known for his work in natural language processing and machine learning.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Taylor Berg-Kirkpatrick Target entity description: Taylor Berg-Kirkpatrick is a computer scientist and researcher known for his work in natural language processing and machine learning.
-
A.
Kelly Martin
Kelly Martin is a musician who performed as part of the ensemble for the One World Concert event.
-
B.
Beth Johanssen
Beth Johanssen is a brilliant young NASA systems operator and communications specialist who is part of the Ares 3 crew in Andy Weir’s science fiction novel "The Martian."
-
C.
Kelly Hansen
Kelly Hansen is an American rock singer best known as the lead vocalist of the band Foreigner.
-
D.
Kristin Shepard
Kristin Shepard is a fictional character from the television series "Dallas," best known for shooting J.R. Ewing in one of TV's most famous cliffhangers.
-
E.
Taylor Bennett
Taylor Bennett is an American rapper and songwriter from Chicago known for his independent releases and for being the younger brother of Chance the Rapper.
- 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_69d381b22b8c8190aaed476be5f872a9 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4e9228cd88190bcd94b85537233c1 |
completed | April 7, 2026, 11:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d79513ea3081908fee1a404f950be5 |
completed | April 9, 2026, 12:01 p.m. |
| NEDg | Description generation | batch_69d79b28f6088190a0c260f93965fd95 |
completed | April 9, 2026, 12:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d7bde6c2d88190ae4cf44d2baff616 |
completed | April 9, 2026, 2:55 p.m. |
Created at: April 6, 2026, 11:56 a.m.