Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002339

The MH-36 locality cells most similar to this Hingoli 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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002411

distance 0.178

#2 · Hingolicell 4770002272

distance 0.187

#3 · Hingolicell 4770002552

distance 0.189

#4 · Parbhanicell 4890005169

distance 0.196 · cross-district

#5 · Parbhanicell 4890005012

distance 0.196 · cross-district

#6 · Parbhanicell 4890005269

distance 0.196 · cross-district

#7 · Parbhanicell 4890005174

distance 0.201 · cross-district

#8 · Parbhanicell 4890004966

distance 0.202 · cross-district

#9 · Parbhanicell 4890005326

distance 0.202 · cross-district

#10 · Parbhanicell 4890005092

distance 0.205 · cross-district

#11 · Parbhanicell 4890005289

distance 0.207 · cross-district

#12 · Hingolicell 4770002613

distance 0.211

#13 · Parbhanicell 4890005049

distance 0.215 · cross-district

#14 · Hingolicell 4770003319

distance 0.216

#15 · Hingolicell 4770002208

distance 0.217

#16 · Parbhanicell 4890005238

distance 0.219 · cross-district

#17 · Hingolicell 4770002547

distance 0.221

#18 · Parbhanicell 4890005162

distance 0.221 · 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":477,"cluster_id":4770002339}}}'

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.