Triple
T1308073
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hachette Book Group |
E27925
|
entity |
| Predicate | subsidiary |
P258
|
FINISHED |
| Object |
Forever
Forever is a romance-focused publishing imprint under the Hachette Book Group, known for releasing contemporary and genre romance titles.
|
E149367
|
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: Forever | Statement: [Hachette Book Group, subsidiary, Forever]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Forever Context triple: [Hachette Book Group, subsidiary, Forever]
-
A.
Forever
"Forever" is the second studio album by American rapper and producer P. Diddy, showcasing his late-1990s hip hop and R&B sound.
-
B.
Forever (album)
Forever is a 1997 R&B album by American singer Bobby Brown that marked his return to recording after a long hiatus, featuring a more mature sound and personal themes.
-
C.
Finally Forever
"Finally Forever" is a song featured on the album "Carry On," likely contributing to its overall rock and melodic style.
-
D.
“Forever”
“Forever” is a term commonly used to denote an unending or infinite duration of time.
-
E.
Finding Forever
Finding Forever is a 2007 hip-hop album by rapper Common, known for its soulful production and socially conscious lyrics.
- 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: Forever Triple: [Hachette Book Group, subsidiary, Forever]
Generated description
Forever is a romance-focused publishing imprint under the Hachette Book Group, known for releasing contemporary and genre romance titles.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Forever Target entity description: Forever is a romance-focused publishing imprint under the Hachette Book Group, known for releasing contemporary and genre romance titles.
-
A.
Forever
"Forever" is the second studio album by American rapper and producer P. Diddy, showcasing his late-1990s hip hop and R&B sound.
-
B.
Forever (album)
Forever is a 1997 R&B album by American singer Bobby Brown that marked his return to recording after a long hiatus, featuring a more mature sound and personal themes.
-
C.
Finally Forever
"Finally Forever" is a song featured on the album "Carry On," likely contributing to its overall rock and melodic style.
-
D.
“Forever”
“Forever” is a term commonly used to denote an unending or infinite duration of time.
-
E.
Finding Forever
Finding Forever is a 2007 hip-hop album by rapper Common, known for its soulful production and socially conscious lyrics.
- 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_69a496d7d83481908f83085854e51328 |
completed | March 1, 2026, 7:43 p.m. |
| NER | Named-entity recognition | batch_69a4c13806b48190a0db33f8e5d53734 |
completed | March 1, 2026, 10:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acb308fdcc8190b33da42f16cd65dd |
completed | March 7, 2026, 11:21 p.m. |
| NEDg | Description generation | batch_69acb3a1978c819081cdc85f8fe10dd3 |
completed | March 7, 2026, 11:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69acb4132dbc8190b3e6c4880c33b7f2 |
completed | March 7, 2026, 11:26 p.m. |
Created at: March 1, 2026, 7:51 p.m.