Triple
T18435853
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Justified |
E450388
|
entity |
| Predicate | includesTrack |
P3284
|
FINISHED |
| Object |
Never Again
"Never Again" is a song by the American rock band Justified.
|
E1324125
|
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: Never Again | Statement: [Justified, includesTrack, Never Again]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Never Again Context triple: [Justified, includesTrack, Never Again]
-
A.
Never Again
"Never Again" is a novella by Nigerian author Flora Nwapa that portrays the human and especially female experience of the Nigerian Civil War and its aftermath.
-
B.
Never Again
"Never Again" is a rock song by American band Nickelback, released as a single from their 2001 album "Silver Side Up" and known for its themes of domestic abuse and revenge.
-
C.
Never Again Is Now
Never Again Is Now is a motto expressing the commitment to prevent future injustices and mass incarcerations like the Japanese American internment during World War II.
-
D.
Never Be the Same
"Never Be the Same" is a pop ballad by Australian singer Jessica Mauboy that showcases her powerful vocals and emotional storytelling.
-
E.
Never Be the Same
"Never Be the Same" is a dream pop song by the American duo Beach House, known for its hazy atmosphere, lush synths, and melancholic mood.
- 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: Never Again Triple: [Justified, includesTrack, Never Again]
Generated description
"Never Again" is a song by the American rock band Justified.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Never Again Target entity description: "Never Again" is a song by the American rock band Justified.
-
A.
Never Again
"Never Again" is a novella by Nigerian author Flora Nwapa that portrays the human and especially female experience of the Nigerian Civil War and its aftermath.
-
B.
Never Again
"Never Again" is a rock song by American band Nickelback, released as a single from their 2001 album "Silver Side Up" and known for its themes of domestic abuse and revenge.
-
C.
Never Again Is Now
Never Again Is Now is a motto expressing the commitment to prevent future injustices and mass incarcerations like the Japanese American internment during World War II.
-
D.
Never Be the Same
"Never Be the Same" is a pop ballad by Australian singer Jessica Mauboy that showcases her powerful vocals and emotional storytelling.
-
E.
Never Be the Same
"Never Be the Same" is a dream pop song by the American duo Beach House, known for its hazy atmosphere, lush synths, and melancholic mood.
- 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_69d8d381d6388190a9e94e9c658174e4 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e51c0cd30c8190b8417c264e60d3a5 |
completed | April 19, 2026, 6:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03f0b15e948190a60db27c70f8ad93 |
completed | May 13, 2026, 3:32 a.m. |
| NEDg | Description generation | batch_6a03f290f4fc819085e8ec688021af44 |
completed | May 13, 2026, 3:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03f2fc94b08190a3a69cced183dc86 |
completed | May 13, 2026, 3:41 a.m. |
Created at: April 10, 2026, 11:28 a.m.