Triple
T19092239
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Andy Lau |
E467315
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Needing You...
Needing You... is a 2000 Hong Kong romantic comedy film starring Andy Lau and Sammi Cheng that became one of the territory’s most popular box-office hits of its era.
|
E1358020
|
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: Needing You... | Statement: [Andy Lau, notableWork, Needing You...]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Needing You... Context triple: [Andy Lau, notableWork, Needing You...]
-
A.
Need You
"Need You" is a track featured on the album *Necessary Evil* by Debbie Harry.
-
B.
When I Need You
"When I Need You" is a popular soft rock ballad from the 1970s, best known through Leo Sayer's hit recording and widely covered by various artists.
-
C.
Need You Now
"Need You Now" is a hit country-pop ballad by Lady A that gained widespread acclaim and commercial success in 2010.
-
D.
Need You Now
"Need You Now" is a 2015 electronic dance single by British synth-pop band Hot Chip, known for its emotive lyrics and house-influenced production.
-
E.
Need Your Love
"Need Your Love" is a 2012 indie rock single by Australian band The Temper Trap, known for its anthemic sound and emotional intensity.
- 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: Needing You... Triple: [Andy Lau, notableWork, Needing You...]
Generated description
Needing You... is a 2000 Hong Kong romantic comedy film starring Andy Lau and Sammi Cheng that became one of the territory’s most popular box-office hits of its era.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Needing You... Target entity description: Needing You... is a 2000 Hong Kong romantic comedy film starring Andy Lau and Sammi Cheng that became one of the territory’s most popular box-office hits of its era.
-
A.
Need You
"Need You" is a track featured on the album *Necessary Evil* by Debbie Harry.
-
B.
When I Need You
"When I Need You" is a popular soft rock ballad from the 1970s, best known through Leo Sayer's hit recording and widely covered by various artists.
-
C.
Need You Now
"Need You Now" is a hit country-pop ballad by Lady A that gained widespread acclaim and commercial success in 2010.
-
D.
Need You Now
"Need You Now" is a 2015 electronic dance single by British synth-pop band Hot Chip, known for its emotive lyrics and house-influenced production.
-
E.
Need Your Love
"Need Your Love" is a 2012 indie rock single by Australian band The Temper Trap, known for its anthemic sound and emotional intensity.
- 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_69d8dd05ac4c8190b1967d8f97f3fb2f |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5e34c22a08190bf34f92f727268c5 |
completed | April 20, 2026, 8:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05dd94ce2881909c7487971ddfe44d |
completed | May 14, 2026, 2:35 p.m. |
| NEDg | Description generation | batch_6a05e0c9bf4c8190b748a768198d09d1 |
completed | May 14, 2026, 2:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05e147a9848190a3d0503fad7354b9 |
completed | May 14, 2026, 2:50 p.m. |
Created at: April 10, 2026, 12:04 p.m.