Triple
T13068677
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bamberg, South Carolina |
E329395
|
entity |
| Predicate | notablePersonBornHere |
P12823
|
FINISHED |
| Object | Nikki Randhawa Haley |
E65553
|
NE FINISHED |
How this triple was built (2 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: Nikki Randhawa Haley | Statement: [Bamberg, South Carolina, notablePersonBornHere, Nikki Randhawa Haley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nikki Randhawa Haley Context triple: [Bamberg, South Carolina, notablePersonBornHere, Nikki Randhawa Haley]
-
A.
Nikki Haley
chosen
Nikki Haley is an American politician and diplomat, a former governor of South Carolina who later served as U.S. ambassador to the United Nations and became a prominent Republican presidential candidate.
-
B.
Melissa Hancock
Melissa Hancock is known as the wife of American filmmaker John Lee Hancock, recognized for his work as a director and screenwriter.
-
C.
Susan Rice
Susan Rice is an American diplomat and policy advisor who has served in senior national security and domestic policy roles in multiple Democratic administrations, including as U.S. National Security Advisor and U.S. Ambassador to the United Nations.
-
D.
Sarah Engel
Sarah Engel is a central family member and protagonist in the 2015 horror-comedy film "Krampus," around whom much of the movie’s supernatural Christmas chaos revolves.
-
E.
Michaleen Oge Flynn
Michaleen Oge Flynn is the colorful, hard-drinking matchmaker and comic sidekick in John Ford’s classic film "The Quiet Man."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69f716baf00881909a1a11d36cdb8d42 |
completed | May 3, 2026, 9:34 a.m. |
Created at: April 9, 2026, 9 p.m.