Triple
T5389957
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Anti-Administration Party |
E120296
|
entity |
| Predicate | hadKeyLeader |
P981
|
FINISHED |
| Object | James Madison |
E9994
|
NE FINISHED |
How this triple was built (3 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: James Madison | Statement: [Anti-Administration Party, hadKeyLeader, James Madison]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Madison Context triple: [Anti-Administration Party, hadKeyLeader, James Madison]
-
A.
James Madison
chosen
James Madison was the fourth president of the United States and a key architect of the U.S. Constitution and Bill of Rights.
-
B.
James Monroe
James Monroe was the fifth president of the United States, best known for the Monroe Doctrine and for overseeing an era of national expansion and relative political unity in the early 19th century.
-
C.
David Madison
David Madison is the given first name of Madison Cawthorn, an American politician and former U.S. Representative from North Carolina.
-
D.
Jefferson
Jefferson is the middle name of William Jefferson "Bill" Clinton, the 42nd president of the United States.
-
E.
Jefferson
Jefferson is a small city in northeastern Georgia that serves as the county seat of Jackson County and lies within the state's historic gold-mining region.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hadKeyLeader Context triple: [Anti-Administration Party, hadKeyLeader, James Madison]
-
A.
hasLeader
chosen
Indicates that one entity serves as the leader or head of another entity.
-
B.
hasFormerLeader
Indicates that an entity previously held the role of leader of another entity but no longer does.
-
C.
hasProminentLeaderFromState
Indicates that an entity has a leading or highly influential figure whose origin or primary affiliation is with a specified state.
-
D.
hadLeadershipFrom
Indicates that one entity received leadership, guidance, or direction from another entity.
-
E.
leaderSince
Indicates that an entity has held a leadership role over another entity starting from a specified point in time.
- F. None of above.
Provenance (4 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_69bd46354c648190a38b26f107010a96 |
completed | March 20, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69bd8716ae9c8190a729222a8b9eb460 |
completed | March 20, 2026, 5:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf4879955c8190bc82bef433294f7c |
completed | March 22, 2026, 1:40 a.m. |
| PD | Predicate disambiguation | batch_69bd8463a9c88190bd760378f3026180 |
completed | March 20, 2026, 5:31 p.m. |
Created at: March 20, 2026, 2:04 p.m.