Triple

T14971940
Position Surface form Disambiguated ID Type / Status
Subject Valerie Simpson E373341 entity
Predicate notableWork P4 FINISHED
Object It Seems to Hang On
"It Seems to Hang On" is a soulful 1978 R&B single by Ashford & Simpson, co-written and performed by Valerie Simpson as part of the acclaimed songwriting and performing duo.
 E1129728 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: It Seems to Hang On | Statement: [Valerie Simpson, notableWork, It Seems to Hang On]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: It Seems to Hang On
Context triple: [Valerie Simpson, notableWork, It Seems to Hang On]
  • A. Hangin’ In
    Hangin’ In is a Canadian television sitcom from the early 1980s that follows the staff and clients of a youth drop-in center.
  • B. Hangin' on a Limb
    "Hangin' on a Limb" is a song by Neil Young, featured on his 1989 album *Freedom*, known for its reflective lyrics and melodic, folk-rock style.
  • C. Holding On
    "Holding On" is a song featured on Jay Sean's debut studio album "Me Against Myself."
  • D. Hanging Up My Heart
    "Hanging Up My Heart" is a country song featured on the Grammy-winning collaborative album "Old Yellow Moon" by Emmylou Harris and Rodney Crowell.
  • E. Still Hold On
    "Still Hold On" is a song featured on the Reba McEntire album "Mistaken Identity."
  • 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: It Seems to Hang On
Triple: [Valerie Simpson, notableWork, It Seems to Hang On]
Generated description
"It Seems to Hang On" is a soulful 1978 R&B single by Ashford & Simpson, co-written and performed by Valerie Simpson as part of the acclaimed songwriting and performing duo.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: It Seems to Hang On
Target entity description: "It Seems to Hang On" is a soulful 1978 R&B single by Ashford & Simpson, co-written and performed by Valerie Simpson as part of the acclaimed songwriting and performing duo.
  • A. Hangin’ In
    Hangin’ In is a Canadian television sitcom from the early 1980s that follows the staff and clients of a youth drop-in center.
  • B. Hangin' on a Limb
    "Hangin' on a Limb" is a song by Neil Young, featured on his 1989 album *Freedom*, known for its reflective lyrics and melodic, folk-rock style.
  • C. Holding On
    "Holding On" is a song featured on Jay Sean's debut studio album "Me Against Myself."
  • D. Hanging Up My Heart
    "Hanging Up My Heart" is a country song featured on the Grammy-winning collaborative album "Old Yellow Moon" by Emmylou Harris and Rodney Crowell.
  • E. Still Hold On
    "Still Hold On" is a song featured on the Reba McEntire album "Mistaken Identity."
  • 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_69d85ccbbcd48190acb56e7cf104d8ad completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded6e767608190940eb6f16ea97451 completed April 15, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe8be8af688190832efb00695f8b20 completed May 9, 2026, 1:20 a.m.
NEDg Description generation batch_69fe8f39388c81909d6eb44f3433982e completed May 9, 2026, 1:34 a.m.
NED2 Entity disambiguation (via description) batch_69fe8fa960888190ab1fa4bcf426be4b completed May 9, 2026, 1:36 a.m.
Created at: April 10, 2026, 2:50 a.m.