Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003039

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.181

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002121

distance 0.181

#2 · Hingolicell 4770001811

distance 0.215

#3 · Hingolicell 4770002115

distance 0.231

#4 · Washimcell 4990004340

distance 0.234 · cross-district

#5 · Hingolicell 4770003318

distance 0.238

#6 · Parbhanicell 4890005200

distance 0.241 · cross-district

#7 · Hingolicell 4770000379

distance 0.251

#8 · Hingolicell 4770003048

distance 0.254

#9 · Hingolicell 4770001943

distance 0.254

#10 · Hingolicell 4770002507

distance 0.255

#11 · Hingolicell 4770002647

distance 0.256

#12 · Parbhanicell 4890005170

distance 0.257 · cross-district

#13 · Parbhanicell 4890004812

distance 0.26 · cross-district

#14 · Buldhanacell 4720007827

distance 0.261 · cross-district

#15 · Hingolicell 4770002803

distance 0.261

#16 · Hingolicell 4770002792

distance 0.263

#17 · Amravaticell 4680002844

distance 0.267 · cross-district

#18 · Hingolicell 4770003164

distance 0.269

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":4770003039}}}'

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.