Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004296

The MH-36 locality cells most similar to this Sangli 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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.222

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870006763

distance 0.222 · cross-district

#2 · Beedcell 4700005353

distance 0.24 · cross-district

#3 · Nashikcell 4870006750

distance 0.243 · cross-district

#4 · Sataracell 4940007285

distance 0.247 · cross-district

#5 · Nashikcell 4870007333

distance 0.247 · cross-district

#6 · Solapurcell 4960006069

distance 0.25 · cross-district

#7 · Ahmednagarcell 4660002260

distance 0.254 · cross-district

#8 · Beedcell 4700001419

distance 0.256 · cross-district

#9 · Solapurcell 4960000652

distance 0.262 · cross-district

#10 · Sataracell 4940003833

distance 0.263 · cross-district

#11 · Solapurcell 4960000334

distance 0.267 · cross-district

#12 · Jalgaoncell 4780006237

distance 0.269 · cross-district

#13 · Sanglicell 4930005099

distance 0.269

#14 · Nashikcell 4870007222

distance 0.269 · cross-district

#15 · Nashikcell 4870006448

distance 0.27 · cross-district

#16 · Solapurcell 4960004243

distance 0.27 · cross-district

#17 · Sanglicell 4930002048

distance 0.271

#18 · Solapurcell 4960000811

distance 0.272 · 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":493,"cluster_id":4930004296}}}'

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.