Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001167

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

0.147

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001168

distance 0.147

#2 · Hingolicell 4770001342

distance 0.154

#3 · Hingolicell 4770001289

distance 0.179

#4 · Amravaticell 4680005454

distance 0.186 · cross-district

#5 · Amravaticell 4680005460

distance 0.188 · cross-district

#6 · Amravaticell 4680005581

distance 0.195 · cross-district

#7 · Amravaticell 4680005593

distance 0.195 · cross-district

#8 · Hingolicell 4770001051

distance 0.196

#9 · Hingolicell 4770001231

distance 0.199

#10 · Amravaticell 4680005725

distance 0.206 · cross-district

#11 · Hingolicell 4770001111

distance 0.207

#12 · Hingolicell 4770001401

distance 0.207

#13 · Amravaticell 4680006133

distance 0.208 · cross-district

#14 · Hingolicell 4770000989

distance 0.21

#15 · Hingolicell 4770001290

distance 0.21

#16 · Hingolicell 4770001283

distance 0.21

#17 · Hingolicell 4770001348

distance 0.212

#18 · Nagpurcell 4840007328

distance 0.212 · 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":4770001167}}}'

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.