Triple

T5019212
Position Surface form Disambiguated ID Type / Status
Subject Joyce Byers E112807 entity
Predicate associatedWithOrganization P629 FINISHED
Object Hawkins National Laboratory (as an adversary)
Hawkins National Laboratory is a secretive U.S. government research facility in Stranger Things, notorious for unethical experiments and its antagonistic role in unleashing supernatural threats on the town of Hawkins.
E486709 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: Hawkins National Laboratory (as an adversary) | Statement: [Joyce Byers, associatedWithOrganization, Hawkins National Laboratory (as an adversary)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hawkins National Laboratory (as an adversary)
Context triple: [Joyce Byers, associatedWithOrganization, Hawkins National Laboratory (as an adversary)]
  • A. Strategic Scientific Reserve
    The Strategic Scientific Reserve is a fictional World War II–era Allied intelligence and scientific agency in the Marvel universe, known for developing advanced technology and serving as a precursor to S.H.I.E.L.D.
  • B. Atomic Energy Research Establishment Harwell
    Atomic Energy Research Establishment Harwell was a major British nuclear research center in Oxfordshire that played a key role in the development of the United Kingdom’s atomic energy program after World War II.
  • C. Clinton Laboratories
    Clinton Laboratories was the original name of what became Oak Ridge National Laboratory, a key U.S. research facility established during the Manhattan Project for nuclear science and technology development.
  • D. Royal Radar Establishment
    The Royal Radar Establishment was a British government research organization renowned for its pioneering work in radar and related defense technologies during and after World War II.
  • E. Field Mill
    Field Mill is a historic football stadium in Mansfield, England, serving as the long-time home ground of Mansfield Town FC.
  • 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: Hawkins National Laboratory (as an adversary)
Triple: [Joyce Byers, associatedWithOrganization, Hawkins National Laboratory (as an adversary)]
Generated description
Hawkins National Laboratory is a secretive U.S. government research facility in Stranger Things, notorious for unethical experiments and its antagonistic role in unleashing supernatural threats on the town of Hawkins.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hawkins National Laboratory (as an adversary)
Target entity description: Hawkins National Laboratory is a secretive U.S. government research facility in Stranger Things, notorious for unethical experiments and its antagonistic role in unleashing supernatural threats on the town of Hawkins.
  • A. Strategic Scientific Reserve
    The Strategic Scientific Reserve is a fictional World War II–era Allied intelligence and scientific agency in the Marvel universe, known for developing advanced technology and serving as a precursor to S.H.I.E.L.D.
  • B. Atomic Energy Research Establishment Harwell
    Atomic Energy Research Establishment Harwell was a major British nuclear research center in Oxfordshire that played a key role in the development of the United Kingdom’s atomic energy program after World War II.
  • C. Clinton Laboratories
    Clinton Laboratories was the original name of what became Oak Ridge National Laboratory, a key U.S. research facility established during the Manhattan Project for nuclear science and technology development.
  • D. Royal Radar Establishment
    The Royal Radar Establishment was a British government research organization renowned for its pioneering work in radar and related defense technologies during and after World War II.
  • E. Field Mill
    Field Mill is a historic football stadium in Mansfield, England, serving as the long-time home ground of Mansfield Town FC.
  • 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_69bd4435c2f48190be593158cbfcf8a3 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd7342c62881909acb35849da8761c completed March 20, 2026, 4:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69be927bdfa481908a5face7b4fd7058 completed March 21, 2026, 12:43 p.m.
NEDg Description generation batch_69be93e00fc08190a0706dd7375020f5 completed March 21, 2026, 12:49 p.m.
NED2 Entity disambiguation (via description) batch_69be94a7e15481908f17feafb593b97b completed March 21, 2026, 12:52 p.m.
Created at: March 20, 2026, 1:35 p.m.