Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004875

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.11

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004735

distance 0.11

#2 · Sanglicell 4930005474

distance 0.115

#3 · Solapurcell 4960000290

distance 0.141 · cross-district

#4 · Solapurcell 4960000121

distance 0.159 · cross-district

#5 · Solapurcell 4960000055

distance 0.159 · cross-district

#6 · Solapurcell 4960000298

distance 0.159 · cross-district

#7 · Solapurcell 4960000297

distance 0.164 · cross-district

#8 · Solapurcell 4960000145

distance 0.167 · cross-district

#9 · Solapurcell 4960000106

distance 0.175 · cross-district

#10 · Solapurcell 4960000384

distance 0.177 · cross-district

#11 · Dharashivcell 4880000398

distance 0.178 · cross-district

#12 · Solapurcell 4960000017

distance 0.182 · cross-district

#13 · Ahmednagarcell 4660000161

distance 0.183 · cross-district

#14 · Solapurcell 4960000597

distance 0.186 · cross-district

#15 · Sanglicell 4930004851

distance 0.186

#16 · Ahmednagarcell 4660003865

distance 0.189 · cross-district

#17 · Beedcell 4700005928

distance 0.19 · cross-district

#18 · Solapurcell 4960000088

distance 0.19 · 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":4930004875}}}'

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.