Triple
T2782303
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Archivist of the United States |
E61723
|
entity |
| Predicate | officeHeldBy |
P537
|
FINISHED |
| Object |
David S. Ferriero
David S. Ferriero is an American librarian and administrator who served as the 10th Archivist of the United States, overseeing the National Archives and Records Administration.
|
E297691
|
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: David S. Ferriero | Statement: [Archivist of the United States, officeHeldBy, David S. Ferriero]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David S. Ferriero Context triple: [Archivist of the United States, officeHeldBy, David S. Ferriero]
-
A.
Thomas N. Margulis
Thomas N. Margulis is known primarily as the former husband of renowned evolutionary biologist Lynn Margulis.
-
B.
Walter Dellinger
Walter Dellinger was a prominent American constitutional law scholar and former acting U.S. Solicitor General known for his influential work in Supreme Court advocacy and legal academia.
-
C.
James W. Nye
James W. Nye was a 19th-century American politician who served as the first governor of the Nevada Territory and later as a U.S. senator from Nevada.
-
D.
Timothy J. Roemer
Timothy J. Roemer is an American politician and diplomat, a former U.S. congressman from Indiana who later served as U.S. Ambassador to India.
-
E.
Thomas J. Biersteker
Thomas J. Biersteker is an American political scientist and international relations scholar known for his work on global governance, sanctions, and international security.
- 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: David S. Ferriero Triple: [Archivist of the United States, officeHeldBy, David S. Ferriero]
Generated description
David S. Ferriero is an American librarian and administrator who served as the 10th Archivist of the United States, overseeing the National Archives and Records Administration.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David S. Ferriero Target entity description: David S. Ferriero is an American librarian and administrator who served as the 10th Archivist of the United States, overseeing the National Archives and Records Administration.
-
A.
Thomas N. Margulis
Thomas N. Margulis is known primarily as the former husband of renowned evolutionary biologist Lynn Margulis.
-
B.
Walter Dellinger
Walter Dellinger was a prominent American constitutional law scholar and former acting U.S. Solicitor General known for his influential work in Supreme Court advocacy and legal academia.
-
C.
James W. Nye
James W. Nye was a 19th-century American politician who served as the first governor of the Nevada Territory and later as a U.S. senator from Nevada.
-
D.
Timothy J. Roemer
Timothy J. Roemer is an American politician and diplomat, a former U.S. congressman from Indiana who later served as U.S. Ambassador to India.
-
E.
Thomas J. Biersteker
Thomas J. Biersteker is an American political scientist and international relations scholar known for his work on global governance, sanctions, and international security.
- 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_69ab4b7e43c48190997b8fc8fb1663ab |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdd9b88888190ab021afbaf3aa3c0 |
completed | March 7, 2026, 8:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc05f4e7881908bf5b6f7df331041 |
completed | March 10, 2026, 6:55 a.m. |
| NEDg | Description generation | batch_69afc1d3bec0819087bb787b7f570ddc |
completed | March 10, 2026, 7:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afc229caf88190a26959c27e6a1a9e |
completed | March 10, 2026, 7:03 a.m. |
Created at: March 6, 2026, 9:57 p.m.