Triple
T17040078
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chuck Hagel |
E413421
|
entity |
| Predicate | birthName |
P65
|
FINISHED |
| Object |
Charles Timothy Hagel
Charles Timothy Hagel is an American politician and former U.S. Secretary of Defense who also served as a Republican senator from Nebraska.
|
E1247495
|
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: Charles Timothy Hagel | Statement: [Chuck Hagel, birthName, Charles Timothy Hagel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Charles Timothy Hagel Context triple: [Chuck Hagel, birthName, Charles Timothy Hagel]
-
A.
Ashton Carter
Ashton Carter was an American physicist and public servant who served as the 25th U.S. Secretary of Defense under President Barack Obama.
-
B.
David James Mattis
David James Mattis was an American music executive and entrepreneur best known for co-founding the influential rhythm and blues label Duke Records in the early 1950s.
-
C.
James N. Mattis
James N. Mattis is a retired U.S. Marine Corps four-star general and former U.S. Secretary of Defense known for his leadership in major Middle Eastern conflicts and his reputation as a strategic military thinker.
-
D.
Mark Esper
Mark Esper is an American defense official and former U.S. Secretary of Defense who served under President Donald Trump.
-
E.
Rex Tillerson
Rex Tillerson is an American engineer and businessman who served as chairman and CEO of ExxonMobil before becoming the 69th United States Secretary of State under President Donald 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: Charles Timothy Hagel Triple: [Chuck Hagel, birthName, Charles Timothy Hagel]
Generated description
Charles Timothy Hagel is an American politician and former U.S. Secretary of Defense who also served as a Republican senator from Nebraska.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Charles Timothy Hagel Target entity description: Charles Timothy Hagel is an American politician and former U.S. Secretary of Defense who also served as a Republican senator from Nebraska.
-
A.
Ashton Carter
Ashton Carter was an American physicist and public servant who served as the 25th U.S. Secretary of Defense under President Barack Obama.
-
B.
David James Mattis
David James Mattis was an American music executive and entrepreneur best known for co-founding the influential rhythm and blues label Duke Records in the early 1950s.
-
C.
James N. Mattis
James N. Mattis is a retired U.S. Marine Corps four-star general and former U.S. Secretary of Defense known for his leadership in major Middle Eastern conflicts and his reputation as a strategic military thinker.
-
D.
Mark Esper
Mark Esper is an American defense official and former U.S. Secretary of Defense who served under President Donald Trump.
-
E.
Rex Tillerson
Rex Tillerson is an American engineer and businessman who served as chairman and CEO of ExxonMobil before becoming the 69th United States Secretary of State under President Donald 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_69d886cd18288190b006abab23f811b7 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d8f5844c819097eade4a2b42ab91 |
completed | April 18, 2026, 7:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a012338a95c8190951db96209edb61a |
completed | May 11, 2026, 12:30 a.m. |
| NEDg | Description generation | batch_6a01241510048190ae1c459873f8a587 |
completed | May 11, 2026, 12:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0124e389908190b2ee3121be2c9383 |
completed | May 11, 2026, 12:37 a.m. |
Created at: April 10, 2026, 5:33 a.m.