Triple
T18762509
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert Stivers |
E458806
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Stivers
Stivers is a surname of likely German or Dutch origin borne by various notable individuals, including American politicians and artists.
|
E1342148
|
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: Stivers | Statement: [Robert Stivers, familyName, Stivers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stivers Context triple: [Robert Stivers, familyName, Stivers]
-
A.
Dunleavy
Dunleavy is a surname most prominently associated with Mike Dunleavy Sr., a former NBA player and head coach, and his family of professional basketball figures.
-
B.
Rifkind
Rifkind is a Scottish surname most notably associated with Sir Malcolm Rifkind, a prominent British Conservative politician and former Foreign Secretary.
-
C.
Eppler
Eppler is a surname of German origin borne by various individuals and families.
-
D.
Dirksen
Dirksen is a surname most notably associated with Everett Dirksen, a prominent mid-20th-century American politician and U.S. Senate Minority Leader.
-
E.
Lubbers
Lubbers is a Dutch surname most notably associated with Ruud Lubbers, the long-serving former Prime Minister of the Netherlands.
- 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: Stivers Triple: [Robert Stivers, familyName, Stivers]
Generated description
Stivers is a surname of likely German or Dutch origin borne by various notable individuals, including American politicians and artists.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stivers Target entity description: Stivers is a surname of likely German or Dutch origin borne by various notable individuals, including American politicians and artists.
-
A.
Dunleavy
Dunleavy is a surname most prominently associated with Mike Dunleavy Sr., a former NBA player and head coach, and his family of professional basketball figures.
-
B.
Rifkind
Rifkind is a Scottish surname most notably associated with Sir Malcolm Rifkind, a prominent British Conservative politician and former Foreign Secretary.
-
C.
Eppler
Eppler is a surname of German origin borne by various individuals and families.
-
D.
Dirksen
Dirksen is a surname most notably associated with Everett Dirksen, a prominent mid-20th-century American politician and U.S. Senate Minority Leader.
-
E.
Lubbers
Lubbers is a Dutch surname most notably associated with Ruud Lubbers, the long-serving former Prime Minister of the Netherlands.
- 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_69d8d395dba0819087568404508590cb |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e58d80a954819083946dafc0c7af05 |
completed | April 20, 2026, 2:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a053d3e4f048190b72ec4ed1dec6c55 |
completed | May 14, 2026, 3:10 a.m. |
| NEDg | Description generation | batch_6a053f3c45308190a87170c5d54ff3cd |
completed | May 14, 2026, 3:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a053fd358a08190a1cd97c02f0e814e |
completed | May 14, 2026, 3:21 a.m. |
Created at: April 10, 2026, 11:52 a.m.