Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003449

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

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005223

distance 0.151 · cross-district

#2 · Parbhanicell 4890005416

distance 0.155 · cross-district

#3 · Hingolicell 4770003228

distance 0.167

#4 · Hingolicell 4770003381

distance 0.176

#5 · Hingolicell 4770003229

distance 0.177

#6 · Hingolicell 4770003299

distance 0.178

#7 · Parbhanicell 4890005395

distance 0.184 · cross-district

#8 · Parbhanicell 4890005266

distance 0.185 · cross-district

#9 · Parbhanicell 4890005371

distance 0.186 · cross-district

#10 · Parbhanicell 4890005163

distance 0.197 · cross-district

#11 · Hingolicell 4770003153

distance 0.2

#12 · Hingolicell 4770003310

distance 0.201

#13 · Hingolicell 4770003317

distance 0.205

#14 · Parbhanicell 4890005344

distance 0.206 · cross-district

#15 · Hingolicell 4770003143

distance 0.207

#16 · Hingolicell 4770003247

distance 0.208

#17 · Parbhanicell 4890005370

distance 0.214 · cross-district

#18 · Hingolicell 4770002680

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":477,"cluster_id":4770003449}}}'

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.