Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003173

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.192

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003249

distance 0.192

#2 · Hingolicell 4770003088

distance 0.194

#3 · Hingolicell 4770003403

distance 0.203

#4 · Hingolicell 4770002925

distance 0.211

#5 · Hingolicell 4770001804

distance 0.214

#6 · Hingolicell 4770003013

distance 0.221

#7 · Hingolicell 4770003005

distance 0.223

#8 · Hingolicell 4770002783

distance 0.224

#9 · Hingolicell 4770002628

distance 0.224

#10 · Hingolicell 4770002922

distance 0.227

#11 · Hingolicell 4770003404

distance 0.251

#12 · Hingolicell 4770003344

distance 0.255

#13 · Hingolicell 4770003020

distance 0.258

#14 · Hingolicell 4770001984

distance 0.26

#15 · Hingolicell 4770002298

distance 0.267

#16 · Hingolicell 4770002698

distance 0.268

#17 · Hingolicell 4770002701

distance 0.268

#18 · Hingolicell 4770002940

distance 0.271

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":4770003173}}}'

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.