Triple

T16855769
Position Surface form Disambiguated ID Type / Status
Subject Worldwatch Institute E409777 entity
Predicate hasPublication P80 FINISHED
Object Vital Signs
Vital Signs is an annual Worldwatch Institute publication that tracks and analyzes key global environmental, economic, and social trends.
E1236354 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: Vital Signs | Statement: [Worldwatch Institute, hasPublication, Vital Signs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Vital Signs
Context triple: [Worldwatch Institute, hasPublication, Vital Signs]
  • A. Vital Signs
    "Vital Signs" is the 1984 debut studio album by American rock band Survivor, featuring the hit singles "I Can't Hold Back," "High on You," and "The Search Is Over."
  • B. Vital
    Vital is a 2004 Japanese psychological drama film directed by Shinya Tsukamoto that explores memory, identity, and the human body through the story of a medical student dissecting a cadaver who may be his deceased girlfriend.
  • C. Vital
    Vital is a 2012 alternative rock album by American band Anberlin, known for its heavier sound and electronic influences.
  • D. Vital Information
    Vital Information is a jazz fusion band known for its virtuosic instrumental performances and contributions to contemporary jazz-rock.
  • E. Life Support
    "Life Support" is a 2007 HBO drama film directed by Nelson George, in which Evan Ross appears alongside Queen Latifah in a story about an HIV-positive woman rebuilding her life and family.
  • 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: Vital Signs
Triple: [Worldwatch Institute, hasPublication, Vital Signs]
Generated description
Vital Signs is an annual Worldwatch Institute publication that tracks and analyzes key global environmental, economic, and social trends.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Vital Signs
Target entity description: Vital Signs is an annual Worldwatch Institute publication that tracks and analyzes key global environmental, economic, and social trends.
  • A. Vital Signs
    "Vital Signs" is the 1984 debut studio album by American rock band Survivor, featuring the hit singles "I Can't Hold Back," "High on You," and "The Search Is Over."
  • B. Vital
    Vital is a 2004 Japanese psychological drama film directed by Shinya Tsukamoto that explores memory, identity, and the human body through the story of a medical student dissecting a cadaver who may be his deceased girlfriend.
  • C. Vital
    Vital is a 2012 alternative rock album by American band Anberlin, known for its heavier sound and electronic influences.
  • D. Vital Information
    Vital Information is a jazz fusion band known for its virtuosic instrumental performances and contributions to contemporary jazz-rock.
  • E. Life Support
    "Life Support" is a medical thriller novel by Tess Gerritsen that follows a physician uncovering a deadly and mysterious outbreak linked to unethical scientific experimentation.
  • 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_69d88395e6c88190b22730f335107c14 completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b37d69a08190af18b421066f44f1 completed April 18, 2026, 4:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00bb2337348190ae79dc4b188c94cf completed May 10, 2026, 5:06 p.m.
NEDg Description generation batch_6a00bbe7e4c4819081d0bfd1ac427c49 completed May 10, 2026, 5:10 p.m.
NED2 Entity disambiguation (via description) batch_6a00bc73e4e88190a8327ba48174f923 completed May 10, 2026, 5:12 p.m.
Created at: April 10, 2026, 5:24 a.m.