Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000328

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

0.122

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000130

distance 0.122

#2 · Hingolicell 4770000103

distance 0.132

#3 · Hingolicell 4770000186

distance 0.133

#4 · Hingolicell 4770000545

distance 0.142

#5 · Hingolicell 4770000494

distance 0.148

#6 · Hingolicell 4770000329

distance 0.149

#7 · Hingolicell 4770000233

distance 0.151

#8 · Hingolicell 4770000440

distance 0.155

#9 · Hingolicell 4770000282

distance 0.16

#10 · Hingolicell 4770001305

distance 0.161

#11 · Hingolicell 4770000544

distance 0.165

#12 · Hingolicell 4770000710

distance 0.176

#13 · Hingolicell 4770000102

distance 0.176

#14 · Hingolicell 4770000273

distance 0.176

#15 · Hingolicell 4770000232

distance 0.18

#16 · Hingolicell 4770000041

distance 0.181

#17 · Hingolicell 4770000235

distance 0.181

#18 · Hingolicell 4770000101

distance 0.182

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":4770000328}}}'

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.