Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001109

The MH-36 locality cells most similar to this Parbhani cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.192

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000872

distance 0.192

#2 · Parbhanicell 4890000930

distance 0.218

#3 · Chhatrapati Sambhajinagarcell 4690007783

distance 0.234 · cross-district

#4 · Ahmednagarcell 4660006316

distance 0.236 · cross-district

#5 · Nandedcell 4850003506

distance 0.254 · cross-district

#6 · Ahmednagarcell 4660009461

distance 0.258 · cross-district

#7 · Ahmednagarcell 4660005736

distance 0.26 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690007600

distance 0.265 · cross-district

#9 · Laturcell 4810005726

distance 0.269 · cross-district

#10 · Parbhanicell 4890000376

distance 0.271

#11 · Ahmednagarcell 4660008938

distance 0.273 · cross-district

#12 · Parbhanicell 4890000535

distance 0.274

#13 · Jalgaoncell 4780002402

distance 0.275 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690007910

distance 0.276 · cross-district

#15 · Kolhapurcell 4800005114

distance 0.277 · cross-district

#16 · Jalgaoncell 4780000773

distance 0.277 · cross-district

#17 · Chandrapurcell 4730006088

distance 0.279 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690007350

distance 0.28 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":489,"cluster_id":4890001109}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.