Triple

T20235223
Position Surface form Disambiguated ID Type / Status
Subject Federation Security E498130 entity
Predicate mayCoordinateWith P34786 FINISHED
Object Starfleet Security
Starfleet Security is the division of Starfleet responsible for maintaining internal security, law enforcement, and protection of Federation personnel and assets in the Star Trek universe.
 E1419931 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: Starfleet Security | Statement: [Federation Security, mayCoordinateWith, Starfleet Security]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Starfleet Security
Context triple: [Federation Security, mayCoordinateWith, Starfleet Security]
  • A. Starfleet Intelligence
    Starfleet Intelligence is the covert intelligence and espionage agency of Starfleet in the Star Trek universe, responsible for gathering, analyzing, and acting on strategic information to protect the United Federation of Planets.
  • B. Starfleet Corps of Engineers
    The Starfleet Corps of Engineers is the specialized engineering branch of Starfleet in the Star Trek universe, responsible for starship design, construction, maintenance, and technical problem-solving.
  • C. Starfleet
    Starfleet is the exploratory, scientific, and defensive space service organization of the United Federation of Planets in the Star Trek universe.
  • D. Klingon Defense Force
    The Klingon Defense Force is the primary military organization of the Klingon Empire in the Star Trek universe, known for its warrior culture, honor-bound traditions, and aggressive spacefaring operations.
  • E. New Republic Starfleet
    The New Republic Starfleet is the primary spacefaring military and defense arm of the New Republic in the Star Wars universe, tasked with protecting its member worlds and maintaining galactic security after the fall of the Empire.
  • 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: Starfleet Security
Triple: [Federation Security, mayCoordinateWith, Starfleet Security]
Generated description
Starfleet Security is the division of Starfleet responsible for maintaining internal security, law enforcement, and protection of Federation personnel and assets in the Star Trek universe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Starfleet Security
Target entity description: Starfleet Security is the division of Starfleet responsible for maintaining internal security, law enforcement, and protection of Federation personnel and assets in the Star Trek universe.
  • A. Starfleet Intelligence
    Starfleet Intelligence is the covert intelligence and espionage agency of Starfleet in the Star Trek universe, responsible for gathering, analyzing, and acting on strategic information to protect the United Federation of Planets.
  • B. Starfleet Corps of Engineers
    The Starfleet Corps of Engineers is the specialized engineering branch of Starfleet in the Star Trek universe, responsible for starship design, construction, maintenance, and technical problem-solving.
  • C. Starfleet
    Starfleet is the exploratory, scientific, and defensive space service organization of the United Federation of Planets in the Star Trek universe.
  • D. Klingon Defense Force
    The Klingon Defense Force is the primary military organization of the Klingon Empire in the Star Trek universe, known for its warrior culture, honor-bound traditions, and aggressive spacefaring operations.
  • E. New Republic Starfleet
    The New Republic Starfleet is the primary spacefaring military and defense arm of the New Republic in the Star Wars universe, tasked with protecting its member worlds and maintaining galactic security after the fall of the Empire.
  • 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_69da6274c58c81909c646eabed6f4f30 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e6716995b88190a8514b41232b0e94 completed April 20, 2026, 6:33 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08551ff05c819092494bbba7fc6f82 completed May 16, 2026, 11:29 a.m.
NEDg Description generation batch_6a0855b26f0081909c2b74b888e0cd25 completed May 16, 2026, 11:32 a.m.
NED2 Entity disambiguation (via description) batch_6a08567e39548190bd201d744e5fa7e9 completed May 16, 2026, 11:35 a.m.
Created at: April 11, 2026, 11:40 p.m.