Triple

T10194495
Position Surface form Disambiguated ID Type / Status
Subject FlashForward E238124 entity
Predicate hasFandomNickname P23575 FINISHED
Object FF
FF is the common fandom abbreviation for "FlashForward," a science fiction TV series centered on a mysterious global blackout that reveals people's future visions.
E846583 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: FF | Statement: [FlashForward, hasFandomNickname, FF]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FF
Context triple: [FlashForward, hasFandomNickname, FF]
  • A. FF
    FF is the common abbreviation for Fianna Fáil, a major centrist to centre-right political party in Ireland that has played a dominant role in the country’s politics since the 20th century.
  • B. FFF
    FFF is a global youth-led climate movement advocating for urgent action against climate change through school strikes and public demonstrations.
  • C. FFM
    FFM is an abbreviation commonly used for the Montreal World Film Festival, an international film festival held annually in Montreal, Canada.
  • D. FFRRO
    FFRRO is a U.S. Environmental Protection Agency office that oversees the cleanup, restoration, and reuse of contaminated federal facilities such as military bases and government sites.
  • E. FFS
    FFS is the commonly used abbreviation for the Swiss Federal Railways, the national railway company of Switzerland.
  • 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: FF
Triple: [FlashForward, hasFandomNickname, FF]
Generated description
FF is the common fandom abbreviation for "FlashForward," a science fiction TV series centered on a mysterious global blackout that reveals people's future visions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FF
Target entity description: FF is the common fandom abbreviation for "FlashForward," a science fiction TV series centered on a mysterious global blackout that reveals people's future visions.
  • A. FF
    FF is the common abbreviation for Fianna Fáil, a major centrist to centre-right political party in Ireland that has played a dominant role in the country’s politics since the 20th century.
  • B. FFF
    FFF is a global youth-led climate movement advocating for urgent action against climate change through school strikes and public demonstrations.
  • C. FFM
    FFM is an abbreviation commonly used for the Montreal World Film Festival, an international film festival held annually in Montreal, Canada.
  • D. FFRRO
    FFRRO is a U.S. Environmental Protection Agency office that oversees the cleanup, restoration, and reuse of contaminated federal facilities such as military bases and government sites.
  • E. FFS
    FFS is a high-performance file system originally developed for BSD Unix that introduced improved disk layout and efficiency over earlier Unix file systems.
  • 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_69ca84de1b208190bf17bb305b002605 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdedc7cc748190bceb8f657afcc054 completed April 2, 2026, 4:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69d317d3c1bc8190811b809aaf93a754 completed April 6, 2026, 2:17 a.m.
NEDg Description generation batch_69d318a95450819086cd07610de39a55 completed April 6, 2026, 2:21 a.m.
NED2 Entity disambiguation (via description) batch_69d319593c908190adc43bc2a213211f completed April 6, 2026, 2:24 a.m.
Created at: March 30, 2026, 9:13 p.m.