Triple
T16453294
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Love in Black and White |
E399608
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object |
William Cohen
William Cohen is an American politician and author who served as U.S. Secretary of Defense and has written several books, including the memoir "Love in Black and White."
|
E90832
|
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: William Cohen | Statement: [Love in Black and White, author, William Cohen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: William Cohen Context triple: [Love in Black and White, author, William Cohen]
-
A.
William Cohen
William Cohen is an American politician and lawyer who served as U.S. Secretary of Defense under President Bill Clinton and previously as a U.S. Senator from Maine.
-
B.
Frank Carlucci
Frank Carlucci was an American politician and diplomat who served as U.S. Secretary of Defense under President Ronald Reagan before later becoming a prominent business executive.
-
C.
Joseph W. Martin Jr.
Joseph W. Martin Jr. was an American Republican politician from Massachusetts who served as Speaker of the U.S. House of Representatives and was a prominent congressional leader in the mid-20th century.
-
D.
Ted Mondale
Ted Mondale is an American politician and businessman from Minnesota, known as the son of former U.S. Vice President Walter Mondale and for his service in the Minnesota Senate and various public leadership roles.
-
E.
John Warner
John Warner was a long-serving U.S. Senator from Virginia and former Secretary of the Navy known for his influential role in national defense and bipartisan politics.
- 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: William Cohen Triple: [Love in Black and White, author, William Cohen]
Generated description
William Cohen is an American politician and author who served as U.S. Secretary of Defense and has written several books, including the memoir "Love in Black and White."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: William Cohen Target entity description: William Cohen is an American politician and author who served as U.S. Secretary of Defense and has written several books, including the memoir "Love in Black and White."
-
A.
William Cohen
chosen
William Cohen is an American politician and lawyer who served as U.S. Secretary of Defense under President Bill Clinton and previously as a U.S. Senator from Maine.
-
B.
Frank Carlucci
Frank Carlucci was an American politician and diplomat who served as U.S. Secretary of Defense under President Ronald Reagan before later becoming a prominent business executive.
-
C.
Joseph W. Martin Jr.
Joseph W. Martin Jr. was an American Republican politician from Massachusetts who served as Speaker of the U.S. House of Representatives and was a prominent congressional leader in the mid-20th century.
-
D.
Ted Mondale
Ted Mondale is an American politician and businessman from Minnesota, known as the son of former U.S. Vice President Walter Mondale and for his service in the Minnesota Senate and various public leadership roles.
-
E.
John Warner
John Warner was a long-serving U.S. Senator from Virginia and former Secretary of the Navy known for his influential role in national defense and bipartisan politics.
- F. None of above.
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_69d87f2c6778819080fcfae53be8f12a |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e32ce259d88190803930051409d72c |
completed | April 18, 2026, 7:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a006ed25bcc819090ccca4705e4e24f |
completed | May 10, 2026, 11:41 a.m. |
| NEDg | Description generation | batch_6a006f9043b8819086143b2ec0cf1657 |
completed | May 10, 2026, 11:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00701fc1848190b3248a70b462eab1 |
completed | May 10, 2026, 11:46 a.m. |
Created at: April 10, 2026, 5:10 a.m.