Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000489

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

0.152

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000541

distance 0.152

#2 · Hingolicell 4770000540

distance 0.159

#3 · Hingolicell 4770000644

distance 0.179

#4 · Hingolicell 4770001815

distance 0.197

#5 · Hingolicell 4770000746

distance 0.205

#6 · Hingolicell 4770001737

distance 0.206

#7 · Hingolicell 4770000537

distance 0.208

#8 · Nagpurcell 4840007337

distance 0.211 · cross-district

#9 · Parbhanicell 4890003835

distance 0.212 · cross-district

#10 · Buldhanacell 4720007715

distance 0.216 · cross-district

#11 · Hingolicell 4770000157

distance 0.216

#12 · Hingolicell 4770001159

distance 0.228

#13 · Parbhanicell 4890004196

distance 0.236 · cross-district

#14 · Hingolicell 4770000327

distance 0.236

#15 · Hingolicell 4770001163

distance 0.238

#16 · Hingolicell 4770000159

distance 0.239

#17 · Nandedcell 4850006823

distance 0.239 · cross-district

#18 · Parbhanicell 4890004711

distance 0.24 · 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":4770000489}}}'

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.