Triple
T4288633
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stevie Crawford |
E97332
|
entity |
| Predicate | fullName |
P16
|
FINISHED |
| Object |
Stephen Crawford
Stephen Crawford is a Scottish former professional footballer and coach, widely known as a striker who played for clubs including Dunfermline Athletic and the Scotland national team.
|
E429469
|
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 Crawford | Statement: [Stevie Crawford, fullName, Stephen Crawford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stephen Crawford Context triple: [Stevie Crawford, fullName, Stephen Crawford]
-
A.
Roger Bresnahan
Roger Bresnahan was an innovative early 20th-century Major League Baseball catcher and Hall of Famer, known for pioneering the use of protective equipment such as shin guards.
-
B.
Jay Garner
Jay Garner is a retired U.S. Army lieutenant general who briefly led the initial U.S.-led civilian administration in Iraq following the 2003 invasion.
-
C.
Randall Woodfin
Randall Woodfin is an American politician and attorney who serves as the progressive, reform-focused mayor of Birmingham, Alabama.
-
D.
Bill Marshall
Bill Marshall was a Canadian film producer and cultural entrepreneur best known for co-founding and helping establish the Toronto International Film Festival as a major global cinema event.
-
E.
Stephen Heard
Stephen Heard was an American Revolutionary War officer and politician who served as governor of Georgia in the late 18th century.
- 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 Crawford Triple: [Stevie Crawford, fullName, Stephen Crawford]
Generated description
Stephen Crawford is a Scottish former professional footballer and coach, widely known as a striker who played for clubs including Dunfermline Athletic and the Scotland national team.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stephen Crawford Target entity description: Stephen Crawford is a Scottish former professional footballer and coach, widely known as a striker who played for clubs including Dunfermline Athletic and the Scotland national team.
-
A.
Roger Bresnahan
Roger Bresnahan was an innovative early 20th-century Major League Baseball catcher and Hall of Famer, known for pioneering the use of protective equipment such as shin guards.
-
B.
Jay Garner
Jay Garner is a retired U.S. Army lieutenant general who briefly led the initial U.S.-led civilian administration in Iraq following the 2003 invasion.
-
C.
Randall Woodfin
Randall Woodfin is an American politician and attorney who serves as the progressive, reform-focused mayor of Birmingham, Alabama.
-
D.
Bill Marshall
Bill Marshall was a Canadian film producer and cultural entrepreneur best known for co-founding and helping establish the Toronto International Film Festival as a major global cinema event.
-
E.
Stephen Heard
Stephen Heard was an American Revolutionary War officer and politician who served as governor of Georgia in the late 18th century.
- 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_69b3454595848190a0e6bbb6a2bea040 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35060b70081908479c95b2afe8ec5 |
completed | March 12, 2026, 11:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5c7307e3481909dfb55018f359589 |
completed | March 14, 2026, 8:38 p.m. |
| NEDg | Description generation | batch_69b5c89e8cf88190b0f783c28dc2abdb |
completed | March 14, 2026, 8:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5c8f368908190a660b113ceefb7fb |
completed | March 14, 2026, 8:45 p.m. |
Created at: March 12, 2026, 11:08 p.m.