Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004307

The MH-36 locality cells most similar to this Dharashiv 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

0.231

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002022

distance 0.231 · cross-district

#2 · Beedcell 4700008951

distance 0.236 · cross-district

#3 · Beedcell 4700008952

distance 0.238 · cross-district

#4 · Beedcell 4700005087

distance 0.243 · cross-district

#5 · Jalgaoncell 4780000295

distance 0.243 · cross-district

#6 · Solapurcell 4960005608

distance 0.251 · cross-district

#7 · Dharashivcell 4880003897

distance 0.256

#8 · Dharashivcell 4880002108

distance 0.26

#9 · Solapurcell 4960012293

distance 0.261 · cross-district

#10 · Dharashivcell 4880004390

distance 0.264

#11 · Beedcell 4700006501

distance 0.267 · cross-district

#12 · Beedcell 4700007208

distance 0.269 · cross-district

#13 · Dharashivcell 4880001959

distance 0.27

#14 · Jalgaoncell 4780001362

distance 0.273 · cross-district

#15 · Jalnacell 4790000211

distance 0.273 · cross-district

#16 · Beedcell 4700001562

distance 0.274 · cross-district

#17 · Solapurcell 4960004256

distance 0.275 · cross-district

#18 · Solapurcell 4960006263

distance 0.277 · 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":488,"cluster_id":4880004307}}}'

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.