Triple
T9431878
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North Carolina's 6th congressional district |
E227396
|
entity |
| Predicate | previousRepresentative |
P97
|
FINISHED |
| Object |
Mark Walker
Mark Walker is an American Republican politician and former U.S. Representative from North Carolina.
|
E799854
|
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: Mark Walker | Statement: [North Carolina's 6th congressional district, previousRepresentative, Mark Walker]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mark Walker Context triple: [North Carolina's 6th congressional district, previousRepresentative, Mark Walker]
-
A.
Joe Walker
Joe Walker was a pioneering American test pilot and astronaut known for setting altitude and speed records in experimental aircraft, including flights that reached the edge of space.
-
B.
Joe Walker
Joe Walker is a British film editor acclaimed for his work on major films such as "Sicario," "Arrival," and "Dune."
-
C.
Mark E. Walker
Mark E. Walker is a United States federal judge who serves as the Chief Judge of the U.S. District Court for the Northern District of Florida.
-
D.
Clark Walker
Clark Walker is a film producer known for his work on the crime drama movie "The Newton Boys."
-
E.
Matt Walker
Matt Walker is the son of former Wisconsin governor and Republican politician Scott Walker.
- 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: Mark Walker Triple: [North Carolina's 6th congressional district, previousRepresentative, Mark Walker]
Generated description
Mark Walker is an American Republican politician and former U.S. Representative from North Carolina.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mark Walker Target entity description: Mark Walker is an American Republican politician and former U.S. Representative from North Carolina.
-
A.
Joe Walker
Joe Walker was a pioneering American test pilot and astronaut known for setting altitude and speed records in experimental aircraft, including flights that reached the edge of space.
-
B.
Joe Walker
Joe Walker is a British film editor acclaimed for his work on major films such as "Sicario," "Arrival," and "Dune."
-
C.
Mark E. Walker
Mark E. Walker is a United States federal judge who serves as the Chief Judge of the U.S. District Court for the Northern District of Florida.
-
D.
Clark Walker
Clark Walker is a film producer known for his work on the crime drama movie "The Newton Boys."
-
E.
Matt Walker
Matt Walker is the son of former Wisconsin governor and Republican politician Scott Walker.
- 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_69ca8437a7ac81908651de48f2d2141d |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd7e6059bc8190a7e98aef3caabd0b |
completed | April 1, 2026, 8:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1104033c08190a3670b017bd984d5 |
completed | April 4, 2026, 1:21 p.m. |
| NEDg | Description generation | batch_69d110ffda7881908e4edd692b818464 |
completed | April 4, 2026, 1:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d11190dd6c8190b6318df44daa9858 |
completed | April 4, 2026, 1:26 p.m. |
Created at: March 30, 2026, 7:49 p.m.