Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000484

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

0.145

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000592

distance 0.145

#2 · Hingolicell 4770001632

distance 0.162

#3 · Hingolicell 4770000682

distance 0.164

#4 · Hingolicell 4770000922

distance 0.172

#5 · Hingolicell 4770000633

distance 0.177

#6 · Hingolicell 4770000278

distance 0.191

#7 · Hingolicell 4770000538

distance 0.192

#8 · Parbhanicell 4890004039

distance 0.194 · cross-district

#9 · Hingolicell 4770000483

distance 0.199

#10 · Hingolicell 4770001208

distance 0.203

#11 · Hingolicell 4770000585

distance 0.208

#12 · Hingolicell 4770000735

distance 0.21

#13 · Hingolicell 4770000430

distance 0.216

#14 · Hingolicell 4770003031

distance 0.218

#15 · Amravaticell 4680004598

distance 0.22 · cross-district

#16 · Hingolicell 4770000321

distance 0.223

#17 · Hingolicell 4770000156

distance 0.227

#18 · Hingolicell 4770001575

distance 0.228

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":4770000484}}}'

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.