Triple
T10567436
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ben Shephard |
E249386
|
entity |
| Predicate | knownFor |
P22
|
FINISHED |
| Object |
Tipping Point
Tipping Point is a British daytime television game show, hosted by Ben Shephard, in which contestants answer questions to win counters used on a large coin-pusher style machine.
|
E872931
|
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: Tipping Point | Statement: [Ben Shephard, knownFor, Tipping Point]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tipping Point Context triple: [Ben Shephard, knownFor, Tipping Point]
-
A.
The Tipping Point
The Tipping Point is a 2004 studio album by hip-hop band The Roots that blends socially conscious lyrics with live-instrumentation and experimental production.
-
B.
The Tipping Point
The Tipping Point is a bestselling non-fiction book by Malcolm Gladwell that explores how small, seemingly minor actions or events can trigger large-scale social change and trends.
-
C.
Turning Point
"Turning Point" is a notable work associated with the Mario franchise, likely referring to a specific game, level, or narrative milestone recognized by fans or creators.
-
D.
Turning Point
Turning Point is a recurring professional wrestling pay-per-view and special event produced by Impact Wrestling (formerly TNA), known for featuring major storyline developments and title matches.
-
E.
Turning Point
"Turning Point" is a popular Nigerian Afropop song by Dr SID that helped solidify his presence in the contemporary African music scene.
- 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: Tipping Point Triple: [Ben Shephard, knownFor, Tipping Point]
Generated description
Tipping Point is a British daytime television game show, hosted by Ben Shephard, in which contestants answer questions to win counters used on a large coin-pusher style machine.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tipping Point Target entity description: Tipping Point is a British daytime television game show, hosted by Ben Shephard, in which contestants answer questions to win counters used on a large coin-pusher style machine.
-
A.
The Tipping Point
The Tipping Point is a 2004 studio album by hip-hop band The Roots that blends socially conscious lyrics with live-instrumentation and experimental production.
-
B.
The Tipping Point
The Tipping Point is a bestselling non-fiction book by Malcolm Gladwell that explores how small, seemingly minor actions or events can trigger large-scale social change and trends.
-
C.
Turning Point
"Turning Point" is a notable work associated with the Mario franchise, likely referring to a specific game, level, or narrative milestone recognized by fans or creators.
-
D.
Turning Point
Turning Point is a recurring professional wrestling pay-per-view and special event produced by Impact Wrestling (formerly TNA), known for featuring major storyline developments and title matches.
-
E.
Turning Point
"Turning Point" is a popular Nigerian Afropop song by Dr SID that helped solidify his presence in the contemporary African music scene.
- 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_69d381c8bd708190acf3d275c908251e |
completed | April 6, 2026, 9:50 a.m. |
| NER | Named-entity recognition | batch_69d5272ef5848190b76d671ea2d26314 |
completed | April 7, 2026, 3:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d94b42879481909f9c98b2579c10a1 |
completed | April 10, 2026, 7:10 p.m. |
| NEDg | Description generation | batch_69d94d67e16481908efb939a3e65004c |
completed | April 10, 2026, 7:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d95227a1f48190ab847606a9ae0500 |
completed | April 10, 2026, 7:40 p.m. |
Created at: April 6, 2026, 12:36 p.m.