Triple
T13068745
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mark Sanford |
E329396
|
entity |
| Predicate | successor |
P78
|
FINISHED |
| Object |
Joe Cunningham
Joe Cunningham is an American politician and attorney who represented South Carolina’s 1st congressional district in the U.S. House of Representatives as a Democrat.
|
E1127388
|
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: Joe Cunningham | Statement: [Mark Sanford, successor, Joe Cunningham]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joe Cunningham Context triple: [Mark Sanford, successor, Joe Cunningham]
-
A.
Jim Cunningham
Jim Cunningham is a common name shared by several notable individuals, including a fictional motivational speaker in the film "Donnie Darko" and various real-life professionals in sports, politics, and media.
-
B.
Phil Cunningham
Phil Cunningham is an English guitarist and keyboardist best known for his work with the band New Order and previously with Marion.
-
C.
Rob Coleman
Rob Coleman is a visual effects supervisor and animation director best known for his work on major films at Industrial Light & Magic, including the Star Wars prequel trilogy.
-
D.
Ray Cusick
Ray Cusick was a British designer best known for creating the iconic look of the Daleks in the long-running science fiction television series Doctor Who.
-
E.
Rob Cunningham
Rob Cunningham is a Canadian video game developer best known as a co-founder of Relic Entertainment and the founder and CEO of Blackbird Interactive, where he has led the creation of acclaimed strategy and sci-fi titles.
- 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: Joe Cunningham Triple: [Mark Sanford, successor, Joe Cunningham]
Generated description
Joe Cunningham is an American politician and attorney who represented South Carolina’s 1st congressional district in the U.S. House of Representatives as a Democrat.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joe Cunningham Target entity description: Joe Cunningham is an American politician and attorney who represented South Carolina’s 1st congressional district in the U.S. House of Representatives as a Democrat.
-
A.
Jim Cunningham
Jim Cunningham is a common name shared by several notable individuals, including a fictional motivational speaker in the film "Donnie Darko" and various real-life professionals in sports, politics, and media.
-
B.
Phil Cunningham
Phil Cunningham is an English guitarist and keyboardist best known for his work with the band New Order and previously with Marion.
-
C.
Rob Coleman
Rob Coleman is a visual effects supervisor and animation director best known for his work on major films at Industrial Light & Magic, including the Star Wars prequel trilogy.
-
D.
Ray Cusick
Ray Cusick was a British designer best known for creating the iconic look of the Daleks in the long-running science fiction television series Doctor Who.
-
E.
Rob Cunningham
Rob Cunningham is a Canadian video game developer best known as a co-founder of Relic Entertainment and the founder and CEO of Blackbird Interactive, where he has led the creation of acclaimed strategy and sci-fi titles.
- 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_69d80771749c81909a6d9197b9504872 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d980ec8ba48190baf52c7823482680 |
completed | April 10, 2026, 10:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe729766008190803c1dfef2c8c872 |
completed | May 8, 2026, 11:32 p.m. |
| NEDg | Description generation | batch_69fe73ee0da48190b8909009e0dc517b |
completed | May 8, 2026, 11:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe748da7948190b7253b9dc09ae9fa |
completed | May 8, 2026, 11:41 p.m. |
Created at: April 9, 2026, 9 p.m.