Triple

T8721832
Position Surface form Disambiguated ID Type / Status
Subject FAMAS F1 E207028 entity
Predicate partOfSeries P1761 FINISHED
Object FAMAS family
The FAMAS family is a series of French bullpup assault rifles known for their distinctive design and long service with the French military.
 E752861 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: FAMAS family | Statement: [FAMAS F1, partOfSeries, FAMAS family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: FAMAS family
Context triple: [FAMAS F1, partOfSeries, FAMAS family]
  • A. Ortigas family
    The Ortigas family is a prominent Filipino clan known for its extensive landholdings and major role in real estate development in Metro Manila.
  • B. FAM
    FAM is the national governing body responsible for overseeing and developing football in Malaysia.
  • C. FAM
    FAM is the acronym commonly used to refer to the Mexican Air Force, the aerial warfare branch of Mexico’s armed forces.
  • D. Quirino family
    The Quirino family is a prominent Filipino political and business clan historically influential in media and public affairs in the Philippines.
  • E. Araneta family
    The Araneta family is a prominent Filipino clan known for its significant influence in business, real estate development, and politics in the Philippines.
  • 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: FAMAS family
Triple: [FAMAS F1, partOfSeries, FAMAS family]
Generated description
The FAMAS family is a series of French bullpup assault rifles known for their distinctive design and long service with the French military.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: FAMAS family
Target entity description: The FAMAS family is a series of French bullpup assault rifles known for their distinctive design and long service with the French military.
  • A. Ortigas family
    The Ortigas family is a prominent Filipino clan known for its extensive landholdings and major role in real estate development in Metro Manila.
  • B. FAM
    FAM is the national governing body responsible for overseeing and developing football in Malaysia.
  • C. FAM
    FAM is the acronym commonly used to refer to the Mexican Air Force, the aerial warfare branch of Mexico’s armed forces.
  • D. Quirino family
    The Quirino family is a prominent Filipino political and business clan historically influential in media and public affairs in the Philippines.
  • E. Araneta family
    The Araneta family is a prominent Filipino clan known for its significant influence in business, real estate development, and politics in the Philippines.
  • 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_69ca835811d8819081ea00fd2a2c9a1c completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5d03f0848190a50c77e5cd028ee7 completed March 31, 2026, 11:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf28f599a481908e93bc5b5c41296e completed April 3, 2026, 2:41 a.m.
NEDg Description generation batch_69cf2bd32cc881909ac8a61befa9929e completed April 3, 2026, 2:54 a.m.
NED2 Entity disambiguation (via description) batch_69cf2c69f83481909423858668d03a8b completed April 3, 2026, 2:56 a.m.
Created at: March 30, 2026, 6:36 p.m.