Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000212

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

0.133

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850003007

distance 0.133 · cross-district

#2 · Hingolicell 4770000077

distance 0.194

#3 · Nandedcell 4850003362

distance 0.205 · cross-district

#4 · Hingolicell 4770000176

distance 0.207

#5 · Nandedcell 4850003132

distance 0.208 · cross-district

#6 · Beedcell 4700008911

distance 0.21 · cross-district

#7 · Nandedcell 4850002107

distance 0.227 · cross-district

#8 · Nandedcell 4850008517

distance 0.23 · cross-district

#9 · Hingolicell 4770000119

distance 0.231

#10 · Nandedcell 4850005463

distance 0.231 · cross-district

#11 · Nandedcell 4850003361

distance 0.233 · cross-district

#12 · Nandedcell 4850005392

distance 0.233 · cross-district

#13 · Hingolicell 4770000247

distance 0.234

#14 · Laturcell 4810006137

distance 0.235 · cross-district

#15 · Nandedcell 4850003283

distance 0.237 · cross-district

#16 · Laturcell 4810005439

distance 0.239 · cross-district

#17 · Nandedcell 4850004192

distance 0.239 · cross-district

#18 · Jalnacell 4790001408

distance 0.24 · cross-district

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":4770000212}}}'

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.