Triple
T20836463
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | NP-hardness |
E512971
|
entity |
| Predicate | exampleProblem |
P83422
|
FINISHED |
| Object | traveling salesman problem (optimization version) is NP-hard |
—
|
NE NERFINISHED |
How this triple was built (2 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: traveling salesman problem (optimization version) is NP-hard | Statement: [NP-hardness, exampleProblem, traveling salesman problem (optimization version) is NP-hard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: traveling salesman problem (optimization version) is NP-hard Context triple: [NP-hardness, exampleProblem, traveling salesman problem (optimization version) is NP-hard]
-
A.
traveling salesman problem
chosen
The traveling salesman problem is a classic NP-hard optimization problem that asks for the shortest possible route visiting each city exactly once and returning to the starting point.
-
B.
TSP
TSP is a structured framework that guides software development teams in planning, tracking, and improving their work to produce high-quality software.
-
C.
TSP
TSP is the commonly used abbreviation and nickname for the Polish football club TS Podbeskidzie Bielsko-Biała.
-
D.
TSP
TSP refers to the Terrorist Surveillance Program, a controversial post-9/11 U.S. National Security Agency initiative involving warrantless electronic eavesdropping on communications suspected of links to terrorism.
-
E.
TSP
TSP is the commonly used abbreviation for the Taconic State Parkway, a major scenic highway running through eastern New York State.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0b4cf62a88190bbf92351e9e57259 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c326daec8190bd4caa41a4b38833 |
completed | April 21, 2026, 12:21 a.m. |
Created at: April 16, 2026, 12:42 p.m.