Triple

T21666463
Position Surface form Disambiguated ID Type / Status
Subject Proto-Northern Luzon language E534730 entity
Predicate hasAbbreviation P43 FINISHED
Object PNL
PNL is the standard abbreviation for Proto-Northern Luzon, the reconstructed ancestral language of the Northern Luzon branch of the Austronesian language family.
E1494923 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: PNL | Statement: [Proto-Northern Luzon language, hasAbbreviation, PNL]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: PNL
Context triple: [Proto-Northern Luzon language, hasAbbreviation, PNL]
  • A. 4Ps
    4Ps is the Philippines’ flagship conditional cash transfer program that provides financial assistance to poor households in exchange for meeting health and education requirements.
  • B. pls
    "pls" is the ISO 639-5 code representing the Popoloca group of Oto-Manguean languages spoken in central Mexico.
  • C. PN
    PN is the station code for Penn–North station on the Baltimore Metro SubwayLink system.
  • D. PN
    PN is the commonly used abbreviation for the National Parliament of East Timor, the country's unicameral legislative body.
  • E. PN
    PN is the official abbreviation for the Philippine Navy, the naval warfare branch of the Armed Forces of 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: PNL
Triple: [Proto-Northern Luzon language, hasAbbreviation, PNL]
Generated description
PNL is the standard abbreviation for Proto-Northern Luzon, the reconstructed ancestral language of the Northern Luzon branch of the Austronesian language family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: PNL
Target entity description: PNL is the standard abbreviation for Proto-Northern Luzon, the reconstructed ancestral language of the Northern Luzon branch of the Austronesian language family.
  • A. 4Ps
    4Ps is the Philippines’ flagship conditional cash transfer program that provides financial assistance to poor households in exchange for meeting health and education requirements.
  • B. pls
    "pls" is the ISO 639-5 code representing the Popoloca group of Oto-Manguean languages spoken in central Mexico.
  • C. PN
    PN is the station code for Penn–North station on the Baltimore Metro SubwayLink system.
  • D. PN
    PN is the official abbreviation for the Philippine Navy, the naval warfare branch of the Armed Forces of the Philippines.
  • E. PN
    PN is the vehicle registration code used on license plates for the town of Paraćin in Serbia.
  • 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_69e0c46898008190aa618a4af55bd1ee completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef6c0c236881909ffaefea8601b1c2 completed April 27, 2026, 2 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a15a32c1c8190a9ae4efb9d09e1dc completed May 17, 2026, 7:23 p.m.
NEDg Description generation batch_6a0a1635915081908c46794cdbaa4cde completed May 17, 2026, 7:25 p.m.
NED2 Entity disambiguation (via description) batch_6a0a16c70cfc81908125358316e2a89a completed May 17, 2026, 7:28 p.m.
Created at: April 16, 2026, 6:37 p.m.