Triple
T14888762
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lauren Graham |
E359697
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Talking as Fast as I Can
"Talking as Fast as I Can" is a humorous memoir by actress Lauren Graham that reflects on her life, career, and experiences on shows like Gilmore Girls.
|
E1126183
|
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: Talking as Fast as I Can | Statement: [Lauren Graham, notableWork, Talking as Fast as I Can]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Talking as Fast as I Can Context triple: [Lauren Graham, notableWork, Talking as Fast as I Can]
-
A.
Fast as You Can
"Fast as You Can" is an experimental art-pop song by American singer-songwriter Fiona Apple, known for its complex rhythms, jazz-inflected arrangement, and emotionally turbulent lyrics.
-
B.
Fast as You
"Fast as You" is a popular country song by American singer-songwriter Dwight Yoakam, known for its upbeat honky-tonk style and enduring radio appeal.
-
C.
So Far So Fast
"So Far So Fast" is a song by American indie rock band The National from their album "I Am Easy to Find."
-
D.
What More Can I Say
"What More Can I Say" is a track by Jay-Z from his critically acclaimed 2003 album *The Black Album*, known for its introspective lyrics and confident wordplay.
-
E.
What More Can I Say
"What More Can I Say" is a soulful, introspective track by NxWorries (Anderson .Paak and Knxwledge) that showcases their blend of smooth vocals and laid-back, sample-driven production.
- 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: Talking as Fast as I Can Triple: [Lauren Graham, notableWork, Talking as Fast as I Can]
Generated description
"Talking as Fast as I Can" is a humorous memoir by actress Lauren Graham that reflects on her life, career, and experiences on shows like Gilmore Girls.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Talking as Fast as I Can Target entity description: "Talking as Fast as I Can" is a humorous memoir by actress Lauren Graham that reflects on her life, career, and experiences on shows like Gilmore Girls.
-
A.
Fast as You Can
"Fast as You Can" is an experimental art-pop song by American singer-songwriter Fiona Apple, known for its complex rhythms, jazz-inflected arrangement, and emotionally turbulent lyrics.
-
B.
Fast as You
"Fast as You" is a popular country song by American singer-songwriter Dwight Yoakam, known for its upbeat honky-tonk style and enduring radio appeal.
-
C.
So Far So Fast
"So Far So Fast" is a song by American indie rock band The National from their album "I Am Easy to Find."
-
D.
What More Can I Say
"What More Can I Say" is a track by Jay-Z from his critically acclaimed 2003 album *The Black Album*, known for its introspective lyrics and confident wordplay.
-
E.
What More Can I Say
"What More Can I Say" is a soulful, introspective track by NxWorries (Anderson .Paak and Knxwledge) that showcases their blend of smooth vocals and laid-back, sample-driven production.
- 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_69d827980cbc8190a0c569ae3940a1d9 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69ded5f6cf5c8190b6b28f58fafe5d59 |
completed | April 15, 2026, 12:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe6b5f22c08190a9530cbd78cfc801 |
completed | May 8, 2026, 11:01 p.m. |
| NEDg | Description generation | batch_69fe6f9b33748190aee0c27879866ca1 |
completed | May 8, 2026, 11:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe703e8c28819081b7bfe638a2202e |
completed | May 8, 2026, 11:22 p.m. |
Created at: April 10, 2026, 2:09 a.m.