Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002248

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

0.165

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002066

distance 0.165

#2 · Hingolicell 4770001940

distance 0.176

#3 · Hingolicell 4770001826

distance 0.189

#4 · Hingolicell 4770002185

distance 0.19

#5 · Hingolicell 4770002801

distance 0.19

#6 · Parbhanicell 4890005055

distance 0.192 · cross-district

#7 · Hingolicell 4770002328

distance 0.192

#8 · Hingolicell 4770002181

distance 0.2

#9 · Hingolicell 4770002454

distance 0.201

#10 · Hingolicell 4770001936

distance 0.203

#11 · Hingolicell 4770001943

distance 0.204

#12 · Hingolicell 4770002877

distance 0.205

#13 · Hingolicell 4770002116

distance 0.206

#14 · Hingolicell 4770001827

distance 0.206

#15 · Hingolicell 4770003104

distance 0.206

#16 · Hingolicell 4770002453

distance 0.207

#17 · Hingolicell 4770002256

distance 0.209

#18 · Hingolicell 4770000688

distance 0.21

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":4770002248}}}'

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.