Triple

T12619304
Position Surface form Disambiguated ID Type / Status
Subject U.S. Army Research Laboratory E301337 entity
Predicate predecessor P97 FINISHED
Object Human Engineering Laboratory
The Human Engineering Laboratory was a U.S. Army research facility focused on studying and improving the interaction between soldiers and military systems through human factors and ergonomics research.
E992151 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: Human Engineering Laboratory | Statement: [U.S. Army Research Laboratory, predecessor, Human Engineering Laboratory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Human Engineering Laboratory
Context triple: [U.S. Army Research Laboratory, predecessor, Human Engineering Laboratory]
  • A. The Laboratory
    "The Laboratory" is a dramatic monologue poem by Robert Browning in which a vengeful woman plots to poison her romantic rival.
  • B. The Laboratory
    The Laboratory is a 2013 documentary film that critically examines the role of Israel’s Weizmann Institute of Science in military research and the global arms industry.
  • C. The People Machine
    The People Machine is a book by journalist Robert MacNeil that explores the influence of television and mass media on politics and public perception.
  • D. Nature Lab
    Nature Lab is a hands-on natural science and materials resource center at the Rhode Island School of Design that provides students with access to biological specimens, tools, and interdisciplinary learning about the natural world.
  • E. Labo
    Labo is a municipality in the Philippine province of Camarines Norte known for its agricultural economy and natural attractions such as caves, waterfalls, and mineral resources.
  • 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: Human Engineering Laboratory
Triple: [U.S. Army Research Laboratory, predecessor, Human Engineering Laboratory]
Generated description
The Human Engineering Laboratory was a U.S. Army research facility focused on studying and improving the interaction between soldiers and military systems through human factors and ergonomics research.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Human Engineering Laboratory
Target entity description: The Human Engineering Laboratory was a U.S. Army research facility focused on studying and improving the interaction between soldiers and military systems through human factors and ergonomics research.
  • A. The Laboratory
    "The Laboratory" is a dramatic monologue poem by Robert Browning in which a vengeful woman plots to poison her romantic rival.
  • B. The Laboratory
    The Laboratory is a 2013 documentary film that critically examines the role of Israel’s Weizmann Institute of Science in military research and the global arms industry.
  • C. The People Machine
    The People Machine is a book by journalist Robert MacNeil that explores the influence of television and mass media on politics and public perception.
  • D. Nature Lab
    Nature Lab is a hands-on natural science and materials resource center at the Rhode Island School of Design that provides students with access to biological specimens, tools, and interdisciplinary learning about the natural world.
  • E. Labo
    Labo is a municipality in the Philippine province of Camarines Norte known for its agricultural economy and natural attractions such as caves, waterfalls, and mineral resources.
  • 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_69d7bdeaf49c8190b13800111fa77ea3 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d960c75c9c819092265ebc2b39f21d completed April 10, 2026, 8:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69f65ed507988190b9d46586f3c3584c completed May 2, 2026, 8:30 p.m.
NEDg Description generation batch_69f65fb03b248190b264230b84b17635 completed May 2, 2026, 8:33 p.m.
NED2 Entity disambiguation (via description) batch_69f6608ec32c8190803c6f5677c300d6 completed May 2, 2026, 8:37 p.m.
Created at: April 9, 2026, 5:13 p.m.