Triple
T7231241
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Steve Beshear |
E154906
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Beshear
Beshear is a surname most prominently associated with American politicians from Kentucky, including former governor Steve Beshear and his son, current governor Andy Beshear.
|
E650652
|
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: Beshear | Statement: [Steve Beshear, familyName, Beshear]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beshear Context triple: [Steve Beshear, familyName, Beshear]
-
A.
Mar Girgis
Mar Girgis is a Cairo Metro station named after Saint George, serving the historic Coptic Cairo district and nearby religious landmarks.
-
B.
Najib Mikati
Najib Mikati is a Lebanese billionaire businessman and politician who has served multiple terms as Lebanon’s prime minister.
-
C.
Wissam Al Mana
Wissam Al Mana is a Qatari businessman and executive known for his leadership in the Al Mana Group, a major Middle Eastern retail and investment conglomerate.
-
D.
Nabih Berri
Nabih Berri is a long-serving Lebanese politician and Speaker of the Parliament, known as a central Shia leader and influential power broker in Lebanon’s post-civil war politics.
-
E.
Michael Boulos
Michael Boulos is a Lebanese-American business executive and heir to the Nigeria-based conglomerate Boulos Enterprises, known publicly as the husband of Tiffany Trump.
- 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: Beshear Triple: [Steve Beshear, familyName, Beshear]
Generated description
Beshear is a surname most prominently associated with American politicians from Kentucky, including former governor Steve Beshear and his son, current governor Andy Beshear.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beshear Target entity description: Beshear is a surname most prominently associated with American politicians from Kentucky, including former governor Steve Beshear and his son, current governor Andy Beshear.
-
A.
Mar Girgis
Mar Girgis is a Cairo Metro station named after Saint George, serving the historic Coptic Cairo district and nearby religious landmarks.
-
B.
Najib Mikati
Najib Mikati is a Lebanese billionaire businessman and politician who has served multiple terms as Lebanon’s prime minister.
-
C.
Wissam Al Mana
Wissam Al Mana is a Qatari businessman and executive known for his leadership in the Al Mana Group, a major Middle Eastern retail and investment conglomerate.
-
D.
Nabih Berri
Nabih Berri is a long-serving Lebanese politician and Speaker of the Parliament, known as a central Shia leader and influential power broker in Lebanon’s post-civil war politics.
-
E.
Michael Boulos
Michael Boulos is a Lebanese-American business executive and heir to the Nigeria-based conglomerate Boulos Enterprises, known publicly as the husband of Tiffany Trump.
- 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_69c68811dd1c8190ac460bb39e64e1f0 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6ea0f09648190b285993556f704d5 |
completed | March 27, 2026, 8:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7cc22a39481909a2f38014260f302 |
completed | March 28, 2026, 12:40 p.m. |
| NEDg | Description generation | batch_69c7cd95c8c48190aa4c7d086f03bc0f |
completed | March 28, 2026, 12:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7ce1b5e0081908d8e68fb1c0bfd3e |
completed | March 28, 2026, 12:48 p.m. |
Created at: March 27, 2026, 2:54 p.m.