Triple
T2697640
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Madeleine Albright |
E58548
|
entity |
| Predicate | precededBy_UNAmbassador |
P21017
|
FINISHED |
| Object |
Edward J. Perkins
Edward J. Perkins was an American career diplomat who served as U.S. Ambassador to the United Nations and was notable for being the first Black U.S. Ambassador to apartheid-era South Africa.
|
E691696
|
NE FINISHED |
How this triple was built (5 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: Edward J. Perkins | Statement: [Madeleine Albright, precededBy_UNAmbassador, Edward J. Perkins]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Edward J. Perkins Context triple: [Madeleine Albright, precededBy_UNAmbassador, Edward J. Perkins]
-
A.
Edward P. Doherty
Edward P. Doherty was a U.S. Army officer best known for leading the detachment that captured and killed President Abraham Lincoln’s assassin, John Wilkes Booth, at a farm near Port Royal, Virginia.
-
B.
Charles F. Roos
Charles F. Roos was an American economist and mathematician known for his pioneering work in econometrics and contributions to the formalization of economic theory.
-
C.
George A. Bermann
George A. Bermann is a prominent American legal scholar and expert in international and comparative law, particularly known for his work in international arbitration.
-
D.
William A. Shea
William A. Shea was an American lawyer and civic leader best known for spearheading the return of National League baseball to New York City, leading to the founding of the New York Mets and the naming of Shea Stadium in his honor.
-
E.
Franklin H. Martin
Franklin H. Martin was an American surgeon and medical leader best known for founding and guiding the development of the American College of Surgeons.
- 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: Edward J. Perkins Triple: [Madeleine Albright, precededBy_UNAmbassador, Edward J. Perkins]
Generated description
Edward J. Perkins was an American career diplomat who served as U.S. Ambassador to the United Nations and was notable for being the first Black U.S. Ambassador to apartheid-era South Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Edward J. Perkins Target entity description: Edward J. Perkins was an American career diplomat who served as U.S. Ambassador to the United Nations and was notable for being the first Black U.S. Ambassador to apartheid-era South Africa.
-
A.
Edward P. Doherty
Edward P. Doherty was a U.S. Army officer best known for leading the detachment that captured and killed President Abraham Lincoln’s assassin, John Wilkes Booth, at a farm near Port Royal, Virginia.
-
B.
Charles F. Roos
Charles F. Roos was an American economist and mathematician known for his pioneering work in econometrics and contributions to the formalization of economic theory.
-
C.
George A. Bermann
George A. Bermann is a prominent American legal scholar and expert in international and comparative law, particularly known for his work in international arbitration.
-
D.
William A. Shea
William A. Shea was an American lawyer and civic leader best known for spearheading the return of National League baseball to New York City, leading to the founding of the New York Mets and the naming of Shea Stadium in his honor.
-
E.
Franklin H. Martin
Franklin H. Martin was an American surgeon and medical leader best known for founding and guiding the development of the American College of Surgeons.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: precededBy_UNAmbassador Context triple: [Madeleine Albright, precededBy_UNAmbassador, Edward J. Perkins]
-
A.
precededByAsHomeSecretary
Indicates that one individual previously held the position of Home Secretary before another individual.
-
B.
wasPrecededBy
Indicates that one event, state, or entity occurred or existed earlier in time than another.
-
C.
receivesDiplomaticAccreditationFrom
Indicates that an entity is formally recognized and accepted in an official diplomatic capacity by another entity that grants the accreditation.
-
D.
precededInOfficeAsSecretaryOfStateBy
Indicates that one person assumed the role of Secretary of State after another specific person, who held the office immediately before them.
-
E.
precededByOfficeHolder
chosen
Indicates that one office holder directly held a position before another office holder in a sequence of occupants of the same office.
- F. None of above.
Provenance (6 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_69ab4ac269e481909cb317d79e68b75b |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abda322af48190833b8a3c006db236 |
completed | March 7, 2026, 7:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c9a53a44e48190bddf0f4faec136e7 |
completed | March 29, 2026, 10:18 p.m. |
| NEDg | Description generation | batch_69c9a665ccc081909564e4c83dbd303c |
completed | March 29, 2026, 10:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c9a6b366348190b72f896243c70c38 |
completed | March 29, 2026, 10:24 p.m. |
| PD | Predicate disambiguation | batch_69abd81ea5d88190ab5c8f8b8064b931 |
completed | March 7, 2026, 7:47 a.m. |
Created at: March 6, 2026, 9:55 p.m.