Triple
T1674196
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pet Shop Boys |
E36192
|
entity |
| Predicate | notableAlbum |
P4
|
FINISHED |
| Object |
Hotspot
"Hotspot" is a 2020 synth-pop album by English duo Pet Shop Boys, noted for its reflective lyrics and production by Stuart Price.
|
E189489
|
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: Hotspot | Statement: [Pet Shop Boys, notableAlbum, Hotspot]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hotspot Context triple: [Pet Shop Boys, notableAlbum, Hotspot]
-
A.
Hotspot 2.0
Hotspot 2.0 is a Wi‑Fi technology standard that enables seamless, secure, and automatic connection to wireless networks without the need for manual logins or captive portals.
-
B.
Flurry
Flurry is a mobile analytics and advertising platform known for providing app usage insights and monetization tools to developers.
-
C.
Wi‑Fi
Wi‑Fi is a widely used wireless networking technology that allows devices to connect to the internet and communicate over local area networks using radio waves.
-
D.
Beacons
The Beacons are the athletic teams representing the University of Massachusetts Boston in intercollegiate sports.
-
E.
VoWiFi
VoWiFi (Voice over Wi-Fi) is a technology that allows mobile voice calls and texts to be carried over Wi-Fi networks instead of traditional cellular networks, improving indoor coverage and call quality.
- 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: Hotspot Triple: [Pet Shop Boys, notableAlbum, Hotspot]
Generated description
"Hotspot" is a 2020 synth-pop album by English duo Pet Shop Boys, noted for its reflective lyrics and production by Stuart Price.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hotspot Target entity description: "Hotspot" is a 2020 synth-pop album by English duo Pet Shop Boys, noted for its reflective lyrics and production by Stuart Price.
-
A.
Hotspot 2.0
Hotspot 2.0 is a Wi‑Fi technology standard that enables seamless, secure, and automatic connection to wireless networks without the need for manual logins or captive portals.
-
B.
Flurry
Flurry is a mobile analytics and advertising platform known for providing app usage insights and monetization tools to developers.
-
C.
Wi‑Fi
Wi‑Fi is a widely used wireless networking technology that allows devices to connect to the internet and communicate over local area networks using radio waves.
-
D.
Beacons
The Beacons are the athletic teams representing the University of Massachusetts Boston in intercollegiate sports.
-
E.
VoWiFi
VoWiFi (Voice over Wi-Fi) is a technology that allows mobile voice calls and texts to be carried over Wi-Fi networks instead of traditional cellular networks, improving indoor coverage and call quality.
- 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_69a8861286808190939afff3ce8ee31e |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa6246753081909dace4eacf9cb1c0 |
completed | March 6, 2026, 5:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad71b5729c8190b410893d62bedb13 |
completed | March 8, 2026, 12:55 p.m. |
| NEDg | Description generation | batch_69ad728cb27c8190802b30afc5e259e2 |
completed | March 8, 2026, 12:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad72fa21208190b596bfdfc69043bd |
completed | March 8, 2026, 1 p.m. |
Created at: March 4, 2026, 7:29 p.m.