Triple
T5522523
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Foraker Act |
E144844
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
Joseph B. Foraker
Joseph B. Foraker was an American Republican politician from Ohio who served as governor and U.S. senator and was influential in shaping U.S. policy toward its new territories after the Spanish–American War.
|
E530790
|
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: Joseph B. Foraker | Statement: [Foraker Act, namedAfter, Joseph B. Foraker]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joseph B. Foraker Context triple: [Foraker Act, namedAfter, Joseph B. Foraker]
-
A.
George H. Pendleton
George H. Pendleton was a 19th-century American Democratic politician from Ohio, known for his pro–states’ rights stance and later for sponsoring the Pendleton Civil Service Reform Act.
-
B.
Matthias W. Baldwin
Matthias W. Baldwin was a 19th-century American inventor and industrialist best known for founding the Baldwin Locomotive Works, one of the largest and most influential locomotive manufacturers in the world.
-
C.
Hugh J. Chisholm
Hugh J. Chisholm was an American industrialist and paper magnate best known for building one of the largest paper manufacturing empires in the United States in the late 19th and early 20th centuries.
-
D.
John F. Shafroth
John F. Shafroth was an American politician and governor of Colorado who later served as a U.S. senator, known for his work on legislation concerning U.S. territories and Puerto Rican citizenship.
-
E.
Enos M. Barton
Enos M. Barton was an American engineer and businessman best known as a co-founder and early leader of Western Electric, a major telecommunications manufacturing company.
- 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: Joseph B. Foraker Triple: [Foraker Act, namedAfter, Joseph B. Foraker]
Generated description
Joseph B. Foraker was an American Republican politician from Ohio who served as governor and U.S. senator and was influential in shaping U.S. policy toward its new territories after the Spanish–American War.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joseph B. Foraker Target entity description: Joseph B. Foraker was an American Republican politician from Ohio who served as governor and U.S. senator and was influential in shaping U.S. policy toward its new territories after the Spanish–American War.
-
A.
George H. Pendleton
George H. Pendleton was a 19th-century American Democratic politician from Ohio, known for his pro–states’ rights stance and later for sponsoring the Pendleton Civil Service Reform Act.
-
B.
Matthias W. Baldwin
Matthias W. Baldwin was a 19th-century American inventor and industrialist best known for founding the Baldwin Locomotive Works, one of the largest and most influential locomotive manufacturers in the world.
-
C.
Hugh J. Chisholm
Hugh J. Chisholm was an American industrialist and paper magnate best known for building one of the largest paper manufacturing empires in the United States in the late 19th and early 20th centuries.
-
D.
John F. Shafroth
John F. Shafroth was an American politician and governor of Colorado who later served as a U.S. senator, known for his work on legislation concerning U.S. territories and Puerto Rican citizenship.
-
E.
Enos M. Barton
Enos M. Barton was an American engineer and businessman best known as a co-founder and early leader of Western Electric, a major telecommunications manufacturing company.
- 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_69c008f873a481909b4d9f7e2db3c37d |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c01f73cc8c8190a92a839c1ca804c7 |
completed | March 22, 2026, 4:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c027f2e98c8190880752c9ae8aba4f |
completed | March 22, 2026, 5:33 p.m. |
| NEDg | Description generation | batch_69c04375a6e48190be2ce054fe79f8fc |
completed | March 22, 2026, 7:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c043f987a48190828e012763fa0576 |
completed | March 22, 2026, 7:33 p.m. |
Created at: March 22, 2026, 3:34 p.m.