Triple
T9938180
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southlake, Texas |
E194007
|
entity |
| Predicate | mayor |
P185
|
FINISHED |
| Object |
John Huffman
John Huffman is an American local politician serving as the mayor of Southlake, Texas.
|
E830921
|
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: John Huffman | Statement: [Southlake, Texas, mayor, John Huffman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Huffman Context triple: [Southlake, Texas, mayor, John Huffman]
-
A.
Steve Hilliard
Steve Hilliard is a character in the romantic comedy film "The Opposite Sex."
-
B.
Mark Ellam
Mark Ellam is a cinematographer known for his work on the film "The Take."
-
C.
David Hilliard
David Hilliard is an American activist and former chief of staff of the Black Panther Party, known for his prominent role in the Black Power movement of the 1960s and 1970s.
-
D.
Michael B. Hurley
Michael B. Hurley is an individual notable enough to be specifically cited as a namesake of the surname Hurley, though detailed public information about his life or achievements is limited.
-
E.
Guy C. Wiggins
Guy C. Wiggins was an American Impressionist painter best known for his atmospheric cityscapes of New York, often depicted in snow.
- 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: John Huffman Triple: [Southlake, Texas, mayor, John Huffman]
Generated description
John Huffman is an American local politician serving as the mayor of Southlake, Texas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Huffman Target entity description: John Huffman is an American local politician serving as the mayor of Southlake, Texas.
-
A.
Steve Hilliard
Steve Hilliard is a character in the romantic comedy film "The Opposite Sex."
-
B.
Mark Ellam
Mark Ellam is a cinematographer known for his work on the film "The Take."
-
C.
David Hilliard
David Hilliard is an American activist and former chief of staff of the Black Panther Party, known for his prominent role in the Black Power movement of the 1960s and 1970s.
-
D.
Michael B. Hurley
Michael B. Hurley is an individual notable enough to be specifically cited as a namesake of the surname Hurley, though detailed public information about his life or achievements is limited.
-
E.
Guy C. Wiggins
Guy C. Wiggins was an American Impressionist painter best known for his atmospheric cityscapes of New York, often depicted in snow.
- 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_69ca82e409348190a393777356b80a2a |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb5e64760819094f599f158d32f33 |
completed | April 2, 2026, 12:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d228f259b081909ce8a90ec1adad0d |
completed | April 5, 2026, 9:18 a.m. |
| NEDg | Description generation | batch_69d22a78819481908ccff34730464f19 |
completed | April 5, 2026, 9:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d22b0fea588190a4928c361c2367ca |
completed | April 5, 2026, 9:27 a.m. |
Created at: March 30, 2026, 8:44 p.m.