Triple

T16324246
Position Surface form Disambiguated ID Type / Status
Subject Adam Lambert E396372 entity
Predicate notableWork P4 FINISHED
Object Ghost Town
"Ghost Town" is a 2015 electro-pop single by American singer Adam Lambert, known for its whistled hook, dark dance production, and themes of emotional desolation.
 E1206900 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: Ghost Town | Statement: [Adam Lambert, notableWork, Ghost Town]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ghost Town
Context triple: [Adam Lambert, notableWork, Ghost Town]
  • A. Ghost Town
    Ghost Town is a Western-themed area at Knott's Berry Farm that recreates an Old West mining town with period-style buildings, attractions, and live entertainment.
  • B. Ghost Town
    "Ghost Town" is a melancholic, genre-blending song by Kanye West that reflects on emotional isolation, spiritual struggle, and the hope of personal rebirth.
  • C. Living in a Ghost Town
    "Living in a Ghost Town" is a 2020 blues-rock single by The Rolling Stones, noted for its timely themes of isolation that resonated during the COVID-19 pandemic.
  • D. Lonely Town
    "Lonely Town" is a song by American singer-songwriter Matt Morris, known for its introspective lyrics and soulful pop style.
  • E. Lonely Town
    "Lonely Town" is a poignant ballad from the 1944 Broadway musical *On the Town*, known for its expressive melody and themes of urban isolation.
  • 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: Ghost Town
Triple: [Adam Lambert, notableWork, Ghost Town]
Generated description
"Ghost Town" is a 2015 electro-pop single by American singer Adam Lambert, known for its whistled hook, dark dance production, and themes of emotional desolation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ghost Town
Target entity description: "Ghost Town" is a 2015 electro-pop single by American singer Adam Lambert, known for its whistled hook, dark dance production, and themes of emotional desolation.
  • A. Ghost Town
    "Ghost Town" is a melancholic, genre-blending song by Kanye West that reflects on emotional isolation, spiritual struggle, and the hope of personal rebirth.
  • B. Ghost Town
    Ghost Town is a Western-themed area at Knott's Berry Farm that recreates an Old West mining town with period-style buildings, attractions, and live entertainment.
  • C. Living in a Ghost Town
    "Living in a Ghost Town" is a 2020 blues-rock single by The Rolling Stones, noted for its timely themes of isolation that resonated during the COVID-19 pandemic.
  • D. Lonely Town
    "Lonely Town" is a song by American singer-songwriter Matt Morris, known for its introspective lyrics and soulful pop style.
  • E. Lonely Town
    "Lonely Town" is a poignant ballad from the 1944 Broadway musical *On the Town*, known for its expressive melody and themes of urban isolation.
  • 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_69d87f255b788190a400eba031dd85d8 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e296b8fe988190adee72b23246052f completed April 17, 2026, 8:23 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00260ab4208190900f21cb4f08f926 completed May 10, 2026, 6:30 a.m.
NEDg Description generation batch_6a00276bc80c819083c88ea52c67cdad completed May 10, 2026, 6:36 a.m.
NED2 Entity disambiguation (via description) batch_6a00281b056c8190bbfc4897a8d3973b completed May 10, 2026, 6:39 a.m.
Created at: April 10, 2026, 5:06 a.m.