Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004030

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.276

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780010077

distance 0.276 · cross-district

#2 · Sataracell 4940001042

distance 0.287 · cross-district

#3 · Sataracell 4940004217

distance 0.291 · cross-district

#4 · Sataracell 4940000234

distance 0.303 · cross-district

#5 · Sataracell 4940001188

distance 0.306 · cross-district

#6 · Sataracell 4940007810

distance 0.306 · cross-district

#7 · Ahmednagarcell 4660012609

distance 0.308 · cross-district

#8 · Sataracell 4940001163

distance 0.309 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690004871

distance 0.311 · cross-district

#10 · Nagpurcell 4840006709

distance 0.311 · cross-district

#11 · Dharashivcell 4880006363

distance 0.314 · cross-district

#12 · Beedcell 4700003979

distance 0.314 · cross-district

#13 · Sataracell 4940000025

distance 0.315 · cross-district

#14 · Beedcell 4700004719

distance 0.315 · cross-district

#15 · Amravaticell 4680007494

distance 0.317 · cross-district

#16 · Dharashivcell 4880005767

distance 0.317 · cross-district

#17 · Nagpurcell 4840007297

distance 0.318 · cross-district

#18 · Ahmednagarcell 4660013503

distance 0.32 · 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":4930004030}}}'

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.