Triple

T9520156
Position Surface form Disambiguated ID Type / Status
Subject Herman's Hermits E229623 entity
Predicate notableWork P4 FINISHED
Object A Must to Avoid
"A Must to Avoid" is a 1965 pop song by the British beat group Herman's Hermits, known for its catchy melody and lighthearted lyrics typical of the band's mid-1960s hits.
 E804510 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: A Must to Avoid | Statement: [Herman's Hermits, notableWork, A Must to Avoid]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: A Must to Avoid
Context triple: [Herman's Hermits, notableWork, A Must to Avoid]
  • A. No Go
    "No Go" is a track from the Ramones' 1984 punk rock album "Too Tough to Die."
  • B. Prevent
    Prevent is a UK government counter-terrorism strategy focused on identifying and supporting individuals at risk of radicalisation to stop them from becoming involved in terrorism.
  • C. Very Necessary
    Very Necessary is a 1993 hip hop album by Salt-N-Pepa that became their most commercially successful release, featuring hits like "Shoop" and "Whatta Man."
  • D. Inevitable
    "Inevitable" is a popular Spanish-language pop-rock song by Colombian singer Shakira, featured on her breakthrough 1998 album.
  • E. Caution
    "Caution" is a 2020 synth-driven rock single by American band The Killers, known for its anthemic sound and prominent guitar work by Lindsey Buckingham.
  • 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: A Must to Avoid
Triple: [Herman's Hermits, notableWork, A Must to Avoid]
Generated description
"A Must to Avoid" is a 1965 pop song by the British beat group Herman's Hermits, known for its catchy melody and lighthearted lyrics typical of the band's mid-1960s hits.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: A Must to Avoid
Target entity description: "A Must to Avoid" is a 1965 pop song by the British beat group Herman's Hermits, known for its catchy melody and lighthearted lyrics typical of the band's mid-1960s hits.
  • A. No Go
    "No Go" is a track from the Ramones' 1984 punk rock album "Too Tough to Die."
  • B. Prevent
    Prevent is a UK government counter-terrorism strategy focused on identifying and supporting individuals at risk of radicalisation to stop them from becoming involved in terrorism.
  • C. Very Necessary
    Very Necessary is a 1993 hip hop album by Salt-N-Pepa that became their most commercially successful release, featuring hits like "Shoop" and "Whatta Man."
  • D. Inevitable
    "Inevitable" is a popular Spanish-language pop-rock song by Colombian singer Shakira, featured on her breakthrough 1998 album.
  • E. Caution
    "Caution" is a 2020 synth-driven rock single by American band The Killers, known for its anthemic sound and prominent guitar work by Lindsey Buckingham.
  • 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_69ca847870a881909d8d751a7d29da39 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9883c5c48190a6583921afe9730a completed April 1, 2026, 10:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69d13a56da2481909873c8d567b3fd5f completed April 4, 2026, 4:20 p.m.
NEDg Description generation batch_69d13b1a07cc8190a3e3f554f81b2ab2 completed April 4, 2026, 4:23 p.m.
NED2 Entity disambiguation (via description) batch_69d13f0eed008190b43e7c7f998188b7 completed April 4, 2026, 4:40 p.m.
Created at: March 30, 2026, 7:59 p.m.