Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001479

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

0.119

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001591

distance 0.119

#2 · Washimcell 4990003339

distance 0.176 · cross-district

#3 · Hingolicell 4770001196

distance 0.182

#4 · Hingolicell 4770001064

distance 0.198

#5 · Nandedcell 4850000162

distance 0.213 · cross-district

#6 · Beedcell 4700003104

distance 0.214 · cross-district

#7 · Hingolicell 4770001769

distance 0.22

#8 · Hingolicell 4770001640

distance 0.225

#9 · Hingolicell 4770001360

distance 0.226

#10 · Yavatmalcell 5000001178

distance 0.228 · cross-district

#11 · Washimcell 4990003281

distance 0.229 · cross-district

#12 · Nandedcell 4850000548

distance 0.236 · cross-district

#13 · Nandedcell 4850000515

distance 0.237 · cross-district

#14 · Hingolicell 4770001483

distance 0.24

#15 · Hingolicell 4770001702

distance 0.24

#16 · Nandedcell 4850000299

distance 0.241 · cross-district

#17 · Nandedcell 4850006600

distance 0.241 · cross-district

#18 · Washimcell 4990001657

distance 0.241 · 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":4770001479}}}'

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.