Triple
T21724430
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | I Need to Know |
E536239
|
entity |
| Predicate | writer |
P1360
|
FINISHED |
| Object |
Dan Shea
Dan Shea is a songwriter best known for co-writing the song "I Need to Know."
|
E1527190
|
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: Dan Shea | Statement: [I Need to Know, writer, Dan Shea]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dan Shea Context triple: [I Need to Know, writer, Dan Shea]
-
A.
Dan Shea
Dan Shea is a music producer known for his work on the album "On the 6" by Jennifer Lopez.
-
B.
Frank Shea
Frank Shea is a fictional character portrayed by Northern Irish actor Colin Morgan, likely in a television or film drama.
-
C.
Greg Sheley
Greg Sheley is the athletic director overseeing the sports programs for the Lane Community College Titans.
-
D.
Gary Shea
Gary Shea is an American bass guitarist best known as a member of the hard rock band Alcatrazz and previously the band New England.
-
E.
Michael Malarkey
Michael Malarkey is a British-American actor and musician best known for his roles in television series such as The Vampire Diaries and historical dramas.
- 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: Dan Shea Triple: [I Need to Know, writer, Dan Shea]
Generated description
Dan Shea is a songwriter best known for co-writing the song "I Need to Know."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dan Shea Target entity description: Dan Shea is a songwriter best known for co-writing the song "I Need to Know."
-
A.
Dan Shea
Dan Shea is a music producer known for his work on the album "On the 6" by Jennifer Lopez.
-
B.
Frank Shea
Frank Shea is a fictional character portrayed by Northern Irish actor Colin Morgan, likely in a television or film drama.
-
C.
Greg Sheley
Greg Sheley is the athletic director overseeing the sports programs for the Lane Community College Titans.
-
D.
Gary Shea
Gary Shea is an American bass guitarist best known as a member of the hard rock band Alcatrazz and previously the band New England.
-
E.
Michael Malarkey
Michael Malarkey is a British-American actor and musician best known for his roles in television series such as The Vampire Diaries and historical dramas.
- 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_69e0c46d3284819099a4f9d5a704eb95 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69efd9722ce881909372fd0f1b15d242 |
completed | April 27, 2026, 9:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0ab640f7788190baa1305f47cd4ca2 |
completed | May 18, 2026, 6:48 a.m. |
| NEDg | Description generation | batch_6a0ab6fd3a6881908ea1e8f85eb9d969 |
completed | May 18, 2026, 6:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ab791bd6c819098b3de570bd08815 |
completed | May 18, 2026, 6:54 a.m. |
Created at: April 16, 2026, 6:48 p.m.