Triple
T19903690
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Justin Amash |
E478356
|
entity |
| Predicate | hasTwitterAccount |
P57
|
FINISHED |
| Object |
@justinamash
@justinamash is the Twitter handle of Justin Amash, a former U.S. congressman from Michigan known for his libertarian views and independence from major political parties.
|
E1401708
|
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: @justinamash | Statement: [Justin Amash, hasTwitterAccount, @justinamash]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: @justinamash Context triple: [Justin Amash, hasTwitterAccount, @justinamash]
-
A.
Justen
Justen is a given name that functions as an alternative spelling variant of the more common name Justin.
-
B.
Jon Jashni
Jon Jashni is an American film and television producer and media executive known for his work on major studio genre films and for leadership roles at companies like Legendary Entertainment.
-
C.
JASH
JASH is an online comedy collective and digital production company co-founded by comedians including Sarah Silverman, Michael Cera, Reggie Watts, and Tim & Eric, known for creating offbeat sketches, series, and films.
-
D.
Justy
Justy is a diminutive or affectionate nickname commonly used for the given name Justin.
-
E.
Jassan
Jassan is a town located in Iraq’s Wasit Governorate, near the country’s eastern border with Iran.
- 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: @justinamash Triple: [Justin Amash, hasTwitterAccount, @justinamash]
Generated description
@justinamash is the Twitter handle of Justin Amash, a former U.S. congressman from Michigan known for his libertarian views and independence from major political parties.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: @justinamash Target entity description: @justinamash is the Twitter handle of Justin Amash, a former U.S. congressman from Michigan known for his libertarian views and independence from major political parties.
-
A.
Justen
Justen is a given name that functions as an alternative spelling variant of the more common name Justin.
-
B.
Jon Jashni
Jon Jashni is an American film and television producer and media executive known for his work on major studio genre films and for leadership roles at companies like Legendary Entertainment.
-
C.
JASH
JASH is an online comedy collective and digital production company co-founded by comedians including Sarah Silverman, Michael Cera, Reggie Watts, and Tim & Eric, known for creating offbeat sketches, series, and films.
-
D.
Justy
Justy is a diminutive or affectionate nickname commonly used for the given name Justin.
-
E.
Jassan
Jassan is a town located in Iraq’s Wasit Governorate, near the country’s eastern border with Iran.
- 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_69d8e520682081909892916424699bd5 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e65944c55481909b54a8f9a9c087d6 |
completed | April 20, 2026, 4:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07ea473de88190aecf750fe536a8b3 |
completed | May 16, 2026, 3:53 a.m. |
| NEDg | Description generation | batch_6a07ec3b2c088190b98bd03d132e1b4e |
completed | May 16, 2026, 4:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07ecb5ec708190bc79a1be73f746d9 |
completed | May 16, 2026, 4:04 a.m. |
Created at: April 10, 2026, 1:52 p.m.