Triple
T17747031
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Once More, with Feeling |
E443013
|
entity |
| Predicate | notableSong |
P4
|
FINISHED |
| Object |
Walk Through the Fire
"Walk Through the Fire" is a climactic ensemble musical number from the Buffy the Vampire Slayer episode "Once More, with Feeling," in which multiple characters simultaneously confront their fears and resolve to face an impending showdown.
|
E1285929
|
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: Walk Through the Fire | Statement: [Once More, with Feeling, notableSong, Walk Through the Fire]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walk Through the Fire Context triple: [Once More, with Feeling, notableSong, Walk Through the Fire]
-
A.
Through the Fire
"Through the Fire" is a 1984 soulful R&B ballad by Chaka Khan, renowned for its powerful vocals and enduring popularity as one of her signature songs.
-
B.
Feel the Fire
"Feel the Fire" is a soulful R&B ballad popularized by Peabo Bryson that became one of his signature songs in the late 1970s.
-
C.
On Fire
"On Fire" is a hip-hop track produced by Kasseem Daoud Dean, better known as Swizz Beatz, showcasing his signature energetic, hard-hitting production style.
-
D.
On Fire
"On Fire" is a popular single by the American rock band Rebirth, known for its energetic sound and memorable hooks.
-
E.
On Fire
On Fire is a nonfiction book by Naomi Klein that explores the climate crisis and advocates for transformative, justice-centered solutions such as a Green New Deal.
- 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: Walk Through the Fire Triple: [Once More, with Feeling, notableSong, Walk Through the Fire]
Generated description
"Walk Through the Fire" is a climactic ensemble musical number from the Buffy the Vampire Slayer episode "Once More, with Feeling," in which multiple characters simultaneously confront their fears and resolve to face an impending showdown.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Walk Through the Fire Target entity description: "Walk Through the Fire" is a climactic ensemble musical number from the Buffy the Vampire Slayer episode "Once More, with Feeling," in which multiple characters simultaneously confront their fears and resolve to face an impending showdown.
-
A.
Through the Fire
"Through the Fire" is a 1984 soulful R&B ballad by Chaka Khan, renowned for its powerful vocals and enduring popularity as one of her signature songs.
-
B.
Feel the Fire
"Feel the Fire" is a soulful R&B ballad popularized by Peabo Bryson that became one of his signature songs in the late 1970s.
-
C.
On Fire
"On Fire" is a hip-hop track produced by Kasseem Daoud Dean, better known as Swizz Beatz, showcasing his signature energetic, hard-hitting production style.
-
D.
On Fire
"On Fire" is a popular single by the American rock band Rebirth, known for its energetic sound and memorable hooks.
-
E.
On Fire
On Fire is a nonfiction book by Naomi Klein that explores the climate crisis and advocates for transformative, justice-centered solutions such as a Green New Deal.
- 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_69d8b9ed3a2081909b2ec0d4dd2f4c37 |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e47ad33160819093c9bbd3c8957314 |
completed | April 19, 2026, 6:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a02430296708190a2e68097b69f2f37 |
completed | May 11, 2026, 8:58 p.m. |
| NEDg | Description generation | batch_6a024810afec8190bfe11b35bb1853ac |
completed | May 11, 2026, 9:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0248e4d7548190b23a70068868b2f9 |
completed | May 11, 2026, 9:23 p.m. |
Created at: April 10, 2026, 10:09 a.m.