Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000746

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.091

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000537

distance 0.091

#2 · Hingolicell 4770000644

distance 0.094

#3 · Hingolicell 4770000534

distance 0.121

#4 · Hingolicell 4770000640

distance 0.175

#5 · Hingolicell 4770000277

distance 0.182

#6 · Hingolicell 4770000540

distance 0.198

#7 · Hingolicell 4770000489

distance 0.205

#8 · Parbhanicell 4890004455

distance 0.207 · cross-district

#9 · Hingolicell 4770000010

distance 0.209

#10 · Hingolicell 4770000109

distance 0.211

#11 · Hingolicell 4770001512

distance 0.212

#12 · Parbhanicell 4890004556

distance 0.217 · cross-district

#13 · Akolacell 4670003523

distance 0.217 · cross-district

#14 · Hingolicell 4770000279

distance 0.218

#15 · Amravaticell 4680004397

distance 0.219 · cross-district

#16 · Chandrapurcell 4730001698

distance 0.223 · cross-district

#17 · Hingolicell 4770000707

distance 0.226

#18 · Parbhanicell 4890004465

distance 0.228 · 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":4770000746}}}'

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.