Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001403

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001933

distance 0.161

#2 · Hingolicell 4770000865

distance 0.171

#3 · Jalgaoncell 4780003412

distance 0.199 · cross-district

#4 · Hingolicell 4770003418

distance 0.203

#5 · Akolacell 4670003505

distance 0.208 · cross-district

#6 · Hingolicell 4770003287

distance 0.21

#7 · Akolacell 4670001580

distance 0.212 · cross-district

#8 · Hingolicell 4770001406

distance 0.214

#9 · Amravaticell 4680007800

distance 0.215 · cross-district

#10 · Parbhanicell 4890001868

distance 0.217 · cross-district

#11 · Hingolicell 4770002198

distance 0.22

#12 · Hingolicell 4770001223

distance 0.22

#13 · Hingolicell 4770003436

distance 0.224

#14 · Amravaticell 4680007799

distance 0.225 · cross-district

#15 · Parbhanicell 4890002037

distance 0.226 · cross-district

#16 · Hingolicell 4770002247

distance 0.226

#17 · Parbhanicell 4890003788

distance 0.229 · cross-district

#18 · Nagpurcell 4840007234

distance 0.23 · 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":4770001403}}}'

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.