Triple

T4233524
Position Surface form Disambiguated ID Type / Status
Subject Darby Transportation Center E94636 entity
Predicate locatedInMunicipality P40 FINISHED
Object Darby
Darby is a small borough in Delaware County, Pennsylvania, forming part of the greater Philadelphia metropolitan area.
 E421812 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: Darby | Statement: [Darby Transportation Center, locatedInMunicipality, Darby]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Darby
Context triple: [Darby Transportation Center, locatedInMunicipality, Darby]
  • A. Dedridge
    Dedridge is a residential neighbourhood within the new town of Livingston in West Lothian, Scotland.
  • B. Dyer
    Dyer is a small unincorporated community in rural western Nevada, known for its remote desert setting and agricultural surroundings.
  • C. Dyer
    Dyer is a surname most infamously associated with British officer Reginald Dyer, known for ordering the 1919 Jallianwala Bagh massacre in Amritsar, India.
  • D. Fairley
    Fairley is a surname and given name, often considered a variant spelling of Farley, that appears in English-speaking countries.
  • E. Dawson
    Dawson is a common English-language surname of Anglo-Saxon origin, meaning "son of David."
  • 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: Darby
Triple: [Darby Transportation Center, locatedInMunicipality, Darby]
Generated description
Darby is a small borough in Delaware County, Pennsylvania, forming part of the greater Philadelphia metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Darby
Target entity description: Darby is a small borough in Delaware County, Pennsylvania, forming part of the greater Philadelphia metropolitan area.
  • A. Dedridge
    Dedridge is a residential neighbourhood within the new town of Livingston in West Lothian, Scotland.
  • B. Dyer
    Dyer is a surname most infamously associated with British officer Reginald Dyer, known for ordering the 1919 Jallianwala Bagh massacre in Amritsar, India.
  • C. Dyer
    Dyer is a small unincorporated community in rural western Nevada, known for its remote desert setting and agricultural surroundings.
  • D. Fairley
    Fairley is a surname and given name, often considered a variant spelling of Farley, that appears in English-speaking countries.
  • E. Dawson
    Dawson is a common English-language surname of Anglo-Saxon origin, meaning "son of David."
  • 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_69b34537cc6481909cd0a96acbb33ef7 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34e65720c819087c4022c774ff7c3 completed March 12, 2026, 11:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b596516fd88190b8497ccc7efc7f49 completed March 14, 2026, 5:09 p.m.
NEDg Description generation batch_69b59731052881908d9358dc629a4018 completed March 14, 2026, 5:13 p.m.
NED2 Entity disambiguation (via description) batch_69b597c529a08190bbf2af92bfef1aa2 completed March 14, 2026, 5:15 p.m.
Created at: March 12, 2026, 11:05 p.m.