Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002235

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.215

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002171

distance 0.215

#2 · Hingolicell 4770003100

distance 0.229

#3 · Hingolicell 4770002934

distance 0.237

#4 · Hingolicell 4770003017

distance 0.239

#5 · Hingolicell 4770003011

distance 0.248

#6 · Hingolicell 4770002786

distance 0.252

#7 · Hingolicell 4770003098

distance 0.264

#8 · Hingolicell 4770001858

distance 0.285

#9 · Hingolicell 4770002163

distance 0.29

#10 · Hingolicell 4770003122

distance 0.306

#11 · Hingolicell 4770003486

distance 0.307

#12 · Amravaticell 4680004310

distance 0.314 · cross-district

#13 · Hingolicell 4770002118

distance 0.316

#14 · Gondiacell 4760002974

distance 0.32 · cross-district

#15 · Hingolicell 4770003102

distance 0.32

#16 · Hingolicell 4770000477

distance 0.329

#17 · Buldhanacell 4720007336

distance 0.33 · cross-district

#18 · Hingolicell 4770002517

distance 0.331

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":4770002235}}}'

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.