Triple
T2823692
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sterling Heights, Michigan |
E54869
|
entity |
| Predicate | hasMayor |
P185
|
FINISHED |
| Object |
Michael C. Taylor
Michael C. Taylor is an American local politician who serves as the mayor of Sterling Heights, Michigan.
|
E376193
|
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: Michael C. Taylor | Statement: [Sterling Heights, Michigan, hasMayor, Michael C. Taylor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michael C. Taylor Context triple: [Sterling Heights, Michigan, hasMayor, Michael C. Taylor]
-
A.
Eric M. Taylor
Eric M. Taylor was a notable figure significant enough in his community or field to have the Eric M. Taylor Center named in his honor.
-
B.
Michael T. Williamson
Michael T. Williamson is an American actor best known for his role as Benjamin Buford "Bubba" Blue in the film Forrest Gump.
-
C.
Michael A. Elliott
Michael A. Elliott is an American literary scholar and academic administrator who serves as the president of Amherst College.
-
D.
Michael P. Shawver
Michael P. Shawver is a film editor known for his frequent collaborations with director Ryan Coogler on acclaimed films such as Fruitvale Station, Creed, and Black Panther.
-
E.
Michael C. Butler
Michael C. Butler is a cinematographer best known for his work on the blockbuster sequel film "Jaws 2."
- 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: Michael C. Taylor Triple: [Sterling Heights, Michigan, hasMayor, Michael C. Taylor]
Generated description
Michael C. Taylor is an American local politician who serves as the mayor of Sterling Heights, Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michael C. Taylor Target entity description: Michael C. Taylor is an American local politician who serves as the mayor of Sterling Heights, Michigan.
-
A.
Eric M. Taylor
Eric M. Taylor was a notable figure significant enough in his community or field to have the Eric M. Taylor Center named in his honor.
-
B.
Michael T. Williamson
Michael T. Williamson is an American actor best known for his role as Benjamin Buford "Bubba" Blue in the film Forrest Gump.
-
C.
Michael A. Elliott
Michael A. Elliott is an American literary scholar and academic administrator who serves as the president of Amherst College.
-
D.
Michael P. Shawver
Michael P. Shawver is a film editor known for his frequent collaborations with director Ryan Coogler on acclaimed films such as Fruitvale Station, Creed, and Black Panther.
-
E.
Michael C. Butler
Michael C. Butler is a cinematographer best known for his work on the blockbuster sequel film "Jaws 2."
- 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_69ab49e100c0819082a40cb797383243 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abde91487881909989c08bbf76f0da |
completed | March 7, 2026, 8:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b44ec8df7081908dccdb36b7d1ca53 |
completed | March 13, 2026, 5:52 p.m. |
| NEDg | Description generation | batch_69b453c225b481908cc06090bcd0ed64 |
completed | March 13, 2026, 6:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b45f6aefd081909dfd1740f233dbf3 |
completed | March 13, 2026, 7:03 p.m. |
Created at: March 6, 2026, 9:59 p.m.