Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000007

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.104

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000008

distance 0.104

#2 · Hingolicell 4770000006

distance 0.151

#3 · Nandedcell 4850005056

distance 0.176 · cross-district

#4 · Hingolicell 4770000115

distance 0.182

#5 · Nandedcell 4850006256

distance 0.191 · cross-district

#6 · Hingolicell 4770000056

distance 0.194

#7 · Nandedcell 4850005055

distance 0.207 · cross-district

#8 · Nandedcell 4850005679

distance 0.209 · cross-district

#9 · Nandedcell 4850005118

distance 0.216 · cross-district

#10 · Nandedcell 4850008626

distance 0.223 · cross-district

#11 · Nandedcell 4850006007

distance 0.224 · cross-district

#12 · Nandedcell 4850005193

distance 0.232 · cross-district

#13 · Nandedcell 4850005329

distance 0.236 · cross-district

#14 · Nandedcell 4850005395

distance 0.239 · cross-district

#15 · Hingolicell 4770000250

distance 0.242

#16 · Laturcell 4810005094

distance 0.243 · cross-district

#17 · Nandedcell 4850005125

distance 0.245 · cross-district

#18 · Nandedcell 4850005851

distance 0.246 · 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":4770000007}}}'

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.