Triple
T787173
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | American Public Health Association |
E16829
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Stephen Smith
Stephen Smith was a pioneering American public health reformer and physician who played a key role in advancing modern public health systems in the United States.
|
E93801
|
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: Stephen Smith | Statement: [American Public Health Association, foundedBy, Stephen Smith]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stephen Smith Context triple: [American Public Health Association, foundedBy, Stephen Smith]
-
A.
Stephen Smith
Stephen Smith is a member of the Smith family, known as the son of Benjamin A. Smith II.
-
B.
Steve Smith
Steve Smith is a main character from the animated television series "American Dad!", portrayed as the socially awkward yet good-hearted teenage son of the Smith family.
-
C.
Ben Smith
Ben Smith is an American ice hockey coach best known for leading the U.S. women’s national team to its first Olympic gold medal in 1998 and for his long, influential career in international women’s hockey.
-
D.
Derek Dowding
Derek Dowding was a Royal Air Force officer and the son of Air Chief Marshal Hugh Dowding, noted for his own distinguished service in military aviation.
-
E.
Matthew Taylor
Matthew Taylor is a British political strategist and policy expert best known for serving as Chief Executive of the Royal Society for the encouragement of Arts, Manufactures and Commerce (RSA) and as a former head of the Number 10 Policy Unit under Prime Minister Tony Blair.
- 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: Stephen Smith Triple: [American Public Health Association, foundedBy, Stephen Smith]
Generated description
Stephen Smith was a pioneering American public health reformer and physician who played a key role in advancing modern public health systems in the United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stephen Smith Target entity description: Stephen Smith was a pioneering American public health reformer and physician who played a key role in advancing modern public health systems in the United States.
-
A.
Stephen Smith
Stephen Smith is a member of the Smith family, known as the son of Benjamin A. Smith II.
-
B.
Steve Smith
Steve Smith is a main character from the animated television series "American Dad!", portrayed as the socially awkward yet good-hearted teenage son of the Smith family.
-
C.
Ben Smith
Ben Smith is an American ice hockey coach best known for leading the U.S. women’s national team to its first Olympic gold medal in 1998 and for his long, influential career in international women’s hockey.
-
D.
Derek Dowding
Derek Dowding was a Royal Air Force officer and the son of Air Chief Marshal Hugh Dowding, noted for his own distinguished service in military aviation.
-
E.
Matthew Taylor
Matthew Taylor is a British political strategist and policy expert best known for serving as Chief Executive of the Royal Society for the encouragement of Arts, Manufactures and Commerce (RSA) and as a former head of the Number 10 Policy Unit under Prime Minister Tony Blair.
- 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_69a4936cb7448190914f5fe4b8d81607 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a78171908190a38a70274bfbebf9 |
completed | March 1, 2026, 8:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a6787eac608190acc40d56f827284e |
completed | March 3, 2026, 5:58 a.m. |
| NEDg | Description generation | batch_69a67a663f6c819084b5dffdde3531aa |
completed | March 3, 2026, 6:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a67b1d50b0819088232ad797babced |
completed | March 3, 2026, 6:09 a.m. |
Created at: March 1, 2026, 7:38 p.m.