Triple

T9197976
Position Surface form Disambiguated ID Type / Status
Subject Roberts International Airport E220763 entity
Predicate iataCode P2569 FINISHED
Object ROB
ROB is the IATA airport code for Roberts International Airport, the main international gateway to Liberia.
E784104 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: ROB | Statement: [Roberts International Airport, iataCode, ROB]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ROB
Context triple: [Roberts International Airport, iataCode, ROB]
  • A. Robo
    Robo is a drummer best known for his work with the horror punk band Misfits and later the hardcore punk band Black Flag.
  • B. Robo
    Robo is the Hindi-dubbed version and alternate title of the Indian science fiction film "Enthiran," starring Rajinikanth as a humanoid robot.
  • C. Rob
    Rob is a common shortened form of the given name Robert, frequently used as an informal or familiar first name.
  • D. Rob49
    Rob49 is an American rapper from New Orleans known for his gritty street-focused lyrics and rising presence in contemporary hip-hop.
  • E. Roboz
    Roboz is a surname most notably associated with Elizabeth Roboz, a biochemist recognized for her work in neurochemistry.
  • 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: ROB
Triple: [Roberts International Airport, iataCode, ROB]
Generated description
ROB is the IATA airport code for Roberts International Airport, the main international gateway to Liberia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ROB
Target entity description: ROB is the IATA airport code for Roberts International Airport, the main international gateway to Liberia.
  • A. Robo
    Robo is a drummer best known for his work with the horror punk band Misfits and later the hardcore punk band Black Flag.
  • B. Robo
    Robo is the Hindi-dubbed version and alternate title of the Indian science fiction film "Enthiran," starring Rajinikanth as a humanoid robot.
  • C. Rob
    Rob is a common shortened form of the given name Robert, frequently used as an informal or familiar first name.
  • D. Rob49
    Rob49 is an American rapper from New Orleans known for his gritty street-focused lyrics and rising presence in contemporary hip-hop.
  • E. Roboz
    Roboz is a surname most notably associated with Elizabeth Roboz, a biochemist recognized for her work in neurochemistry.
  • 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_69ca83e7ba70819088b74866d9da2c30 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccd87f50e88190940e73af1deda747 completed April 1, 2026, 8:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69d05c3b1af48190bb03af15232c510d completed April 4, 2026, 12:32 a.m.
NEDg Description generation batch_69d05cfb7058819080d80b7f28125199 completed April 4, 2026, 12:36 a.m.
NED2 Entity disambiguation (via description) batch_69d05d91ad4c8190a45db7484b9f058a completed April 4, 2026, 12:38 a.m.
Created at: March 30, 2026, 7:25 p.m.