Triple

T2423986
Position Surface form Disambiguated ID Type / Status
Subject Chicago Department of Family and Support Services E53482 entity
Predicate alsoKnownAs P39 FINISHED
Object DFSS
DFSS is a Chicago city agency that provides social services and support programs to children, youth, families, seniors, and vulnerable residents.
 E265693 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: DFSS | Statement: [Chicago Department of Family and Support Services, alsoKnownAs, DFSS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DFSS
Context triple: [Chicago Department of Family and Support Services, alsoKnownAs, DFSS]
  • A. DFD
    DFD is the commonly used abbreviation for the Division of Fluid Dynamics, a professional organization focused on the study and advancement of fluid mechanics research.
  • B. DSS
    DSS is the abbreviated name of the Securitate, the notorious secret police service of Communist Romania.
  • C. SPC
    The Pacific Community (SPC) is a principal scientific and technical intergovernmental organization that supports sustainable development and regional cooperation among Pacific Island countries and territories.
  • D. SPC
    The Storm Prediction Center (SPC) is a U.S. National Weather Service facility responsible for forecasting severe convective weather such as tornadoes, hail, and damaging winds across the United States.
  • E. SPC
    SPC is the IATA airport code for La Palma Airport in Spain’s Canary Islands.
  • 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: DFSS
Triple: [Chicago Department of Family and Support Services, alsoKnownAs, DFSS]
Generated description
DFSS is a Chicago city agency that provides social services and support programs to children, youth, families, seniors, and vulnerable residents.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DFSS
Target entity description: DFSS is a Chicago city agency that provides social services and support programs to children, youth, families, seniors, and vulnerable residents.
  • A. DFD
    DFD is the commonly used abbreviation for the Division of Fluid Dynamics, a professional organization focused on the study and advancement of fluid mechanics research.
  • B. DSS
    DSS is the abbreviated name of the Securitate, the notorious secret police service of Communist Romania.
  • C. SPC
    The Pacific Community (SPC) is a principal scientific and technical intergovernmental organization that supports sustainable development and regional cooperation among Pacific Island countries and territories.
  • D. SPC
    The Storm Prediction Center (SPC) is a U.S. National Weather Service facility responsible for forecasting severe convective weather such as tornadoes, hail, and damaging winds across the United States.
  • E. SPC
    SPC is the IATA airport code for La Palma Airport in Spain’s Canary Islands.
  • 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_69ab495c44d48190b7235b23719bc3f6 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abc973aee08190b543492f436f3fe5 completed March 7, 2026, 6:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69aebf5e33208190a6899e6672b3daeb completed March 9, 2026, 12:38 p.m.
NEDg Description generation batch_69aec590516c81908f5126e203bb3638 completed March 9, 2026, 1:05 p.m.
NED2 Entity disambiguation (via description) batch_69aec6194a3c81909055a16553f39e78 completed March 9, 2026, 1:07 p.m.
Created at: March 6, 2026, 9:42 p.m.