Triple
T512168
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chaka Khan |
E10630
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
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.
|
E63774
|
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: Through the Fire | Statement: [Chaka Khan, notableWork, Through the Fire]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Through the Fire Context triple: [Chaka Khan, notableWork, Through the Fire]
-
A.
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.
-
B.
The Fire
The Fire is a Major League Soccer club based in Chicago, Illinois, known formally as Chicago Fire FC.
-
C.
Souls on Fire
Souls on Fire is a collection of spiritual and biographical tales in which Elie Wiesel portrays the lives, teachings, and inner struggles of Hasidic masters.
-
D.
Our House Is on Fire
"Our House Is on Fire" is a memoir and call-to-action co-written by climate activist Greta Thunberg and her family, detailing their personal journey and the urgency of the global climate crisis.
-
E.
Light the Fire Within
"Light the Fire Within" is the inspirational motto that encapsulated the spirit of the 2002 Winter Olympics in Salt Lake City, emphasizing inner passion, determination, and the Olympic ideal.
- 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: Through the Fire Triple: [Chaka Khan, notableWork, Through the Fire]
Generated description
"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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Through the Fire Target entity description: "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.
-
A.
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.
-
B.
The Fire
The Fire is a Major League Soccer club based in Chicago, Illinois, known formally as Chicago Fire FC.
-
C.
Souls on Fire
Souls on Fire is a collection of spiritual and biographical tales in which Elie Wiesel portrays the lives, teachings, and inner struggles of Hasidic masters.
-
D.
Our House Is on Fire
"Our House Is on Fire" is a memoir and call-to-action co-written by climate activist Greta Thunberg and her family, detailing their personal journey and the urgency of the global climate crisis.
-
E.
Light the Fire Within
"Light the Fire Within" is the inspirational motto that encapsulated the spirit of the 2002 Winter Olympics in Salt Lake City, emphasizing inner passion, determination, and the Olympic ideal.
- 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_69a2e84a0d08819087e01863fcd9abf1 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2f16768c081909d05537ff070868b |
completed | Feb. 28, 2026, 1:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a49ebe662c8190acdbb8857283f7d1 |
completed | March 1, 2026, 8:17 p.m. |
| NEDg | Description generation | batch_69a49fcbcae88190acc3e9d61658beba |
completed | March 1, 2026, 8:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4a047b8548190ac9ba95983b06036 |
completed | March 1, 2026, 8:23 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.