Triple

T13107842
Position Surface form Disambiguated ID Type / Status
Subject I'll Be Good to You (Brothers Johnson song) E310893 entity
Predicate includedInAlbum P1925 FINISHED
Object Look Out for #1
Look Out for #1 is the debut studio album by American funk and R&B duo The Brothers Johnson, noted for its polished production and influential 1970s funk sound.
 E1021446 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: Look Out for #1 | Statement: [I'll Be Good to You (Brothers Johnson song), includedInAlbum, Look Out for #1]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Look Out for #1
Context triple: [I'll Be Good to You (Brothers Johnson song), includedInAlbum, Look Out for #1]
  • A. Best of All Lookout
    Best of All Lookout is a renowned scenic viewpoint in Queensland, Australia, offering panoramic views over the Gold Coast hinterland and surrounding national park landscapes.
  • B. Lookout for Hope
    Lookout for Hope is a critically acclaimed album by American dobro virtuoso Jerry Douglas, showcasing his innovative blend of bluegrass, jazz, and progressive acoustic music.
  • C. Lookout
    Lookout is a cybersecurity company specializing in mobile device and cloud security solutions for enterprises and individuals.
  • D. Watching Out
    "Watching Out" is a non-fiction book by Australian barrister and human rights advocate Julian Burnside, in which he reflects on justice, civil liberties, and the treatment of refugees in contemporary Australia.
  • E. Watch Out
    "Watch Out" is a track from the soundtrack of the horror film franchise "Scream," contributing to its tense and suspenseful atmosphere.
  • 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: Look Out for #1
Triple: [I'll Be Good to You (Brothers Johnson song), includedInAlbum, Look Out for #1]
Generated description
Look Out for #1 is the debut studio album by American funk and R&B duo The Brothers Johnson, noted for its polished production and influential 1970s funk sound.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Look Out for #1
Target entity description: Look Out for #1 is the debut studio album by American funk and R&B duo The Brothers Johnson, noted for its polished production and influential 1970s funk sound.
  • A. Best of All Lookout
    Best of All Lookout is a renowned scenic viewpoint in Queensland, Australia, offering panoramic views over the Gold Coast hinterland and surrounding national park landscapes.
  • B. Lookout for Hope
    Lookout for Hope is a critically acclaimed album by American dobro virtuoso Jerry Douglas, showcasing his innovative blend of bluegrass, jazz, and progressive acoustic music.
  • C. Lookout
    Lookout is a cybersecurity company specializing in mobile device and cloud security solutions for enterprises and individuals.
  • D. Watching Out
    "Watching Out" is a non-fiction book by Australian barrister and human rights advocate Julian Burnside, in which he reflects on justice, civil liberties, and the treatment of refugees in contemporary Australia.
  • E. Watch Out
    "Watch Out" is a track from the soundtrack of the horror film franchise "Scream," contributing to its tense and suspenseful atmosphere.
  • 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_69d806a872d08190a329806f8ff30df4 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d9817ce07881909ec552bf861ac175 completed April 10, 2026, 11:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6e27bd8fc8190a81130b7cb3a8bd8 completed May 3, 2026, 5:51 a.m.
NEDg Description generation batch_69f6e37023d48190ba6a0b790ed23370 completed May 3, 2026, 5:56 a.m.
NED2 Entity disambiguation (via description) batch_69f6e407dd988190b928b8931985a815 completed May 3, 2026, 5:58 a.m.
Created at: April 9, 2026, 9:05 p.m.