Triple

T7862939
Position Surface form Disambiguated ID Type / Status
Subject Emily Greene Balch E182543 entity
Predicate familyName P18 FINISHED
Object Balch
Balch is a surname most notably associated with Emily Greene Balch, the American economist, sociologist, and Nobel Peace Prize–winning pacifist.
 E697654 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: Balch | Statement: [Emily Greene Balch, familyName, Balch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Balch
Context triple: [Emily Greene Balch, familyName, Balch]
  • A. Banagher
    Banagher is a small Irish town in County Offaly known for its historic bridge over the River Shannon and its traditional boating and angling activities.
  • B. Fairley
    Fairley is a surname and given name, often considered a variant spelling of Farley, that appears in English-speaking countries.
  • C. Eldridge
    Eldridge is an English-language surname of Old English origin, borne by various notable individuals across fields such as politics, the arts, and sports.
  • D. Braitling
    Braitling is an electoral division in the Northern Territory of Australia that includes part of the town of Alice Springs.
  • E. Ebersole
    Ebersole is a surname most notably associated with American actress and singer Christine Ebersole.
  • 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: Balch
Triple: [Emily Greene Balch, familyName, Balch]
Generated description
Balch is a surname most notably associated with Emily Greene Balch, the American economist, sociologist, and Nobel Peace Prize–winning pacifist.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Balch
Target entity description: Balch is a surname most notably associated with Emily Greene Balch, the American economist, sociologist, and Nobel Peace Prize–winning pacifist.
  • A. Banagher
    Banagher is a small Irish town in County Offaly known for its historic bridge over the River Shannon and its traditional boating and angling activities.
  • B. Fairley
    Fairley is a surname and given name, often considered a variant spelling of Farley, that appears in English-speaking countries.
  • C. Eldridge
    Eldridge is an English-language surname of Old English origin, borne by various notable individuals across fields such as politics, the arts, and sports.
  • D. Braitling
    Braitling is an electoral division in the Northern Territory of Australia that includes part of the town of Alice Springs.
  • E. Ebersole
    Ebersole is a surname most notably associated with American actress and singer Christine Ebersole.
  • 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_69ca82887fd48190975896bf38c4596b completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb36be5f408190b82a097b0825c57a completed March 31, 2026, 2:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5b49a7288190ae6758647fb35ac9 completed March 31, 2026, 5:27 a.m.
NEDg Description generation batch_69cb5f1c9ef08190b1b79482f39966c7 completed March 31, 2026, 5:43 a.m.
NED2 Entity disambiguation (via description) batch_69cb768ac1a48190bc6a59a64adf7144 completed March 31, 2026, 7:23 a.m.
Created at: March 30, 2026, 4:53 p.m.