Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004147

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.093

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004450

distance 0.093

#2 · Solapurcell 4960000741

distance 0.13 · cross-district

#3 · Solapurcell 4960000595

distance 0.157 · cross-district

#4 · Solapurcell 4960000357

distance 0.158 · cross-district

#5 · Sanglicell 4930005255

distance 0.183

#6 · Solapurcell 4960000102

distance 0.184 · cross-district

#7 · Solapurcell 4960000528

distance 0.186 · cross-district

#8 · Ahmednagarcell 4660000415

distance 0.191 · cross-district

#9 · Solapurcell 4960000108

distance 0.195 · cross-district

#10 · Dharashivcell 4880004535

distance 0.199 · cross-district

#11 · Beedcell 4700001631

distance 0.2 · cross-district

#12 · Solapurcell 4960005260

distance 0.202 · cross-district

#13 · Dharashivcell 4880000389

distance 0.202 · cross-district

#14 · Sanglicell 4930004145

distance 0.203

#15 · Solapurcell 4960012428

distance 0.205 · cross-district

#16 · Solapurcell 4960000412

distance 0.21 · cross-district

#17 · Sanglicell 4930004449

distance 0.212

#18 · Sanglicell 4930000328

distance 0.215

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":4930004147}}}'

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.