Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000810

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

0.165

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000375

distance 0.165

#2 · Hingolicell 4770002448

distance 0.17

#3 · Hingolicell 4770000985

distance 0.172

#4 · Hingolicell 4770000376

distance 0.206

#5 · Hingolicell 4770000637

distance 0.215

#6 · Hingolicell 4770001102

distance 0.219

#7 · Hingolicell 4770000980

distance 0.225

#8 · Nandedcell 4850007327

distance 0.23 · cross-district

#9 · Hingolicell 4770000800

distance 0.235

#10 · Hingolicell 4770001379

distance 0.237

#11 · Hingolicell 4770001387

distance 0.239

#12 · Hingolicell 4770000754

distance 0.24

#13 · Hingolicell 4770001680

distance 0.242

#14 · Parbhanicell 4890004719

distance 0.247 · cross-district

#15 · Hingolicell 4770003199

distance 0.247

#16 · Hingolicell 4770000011

distance 0.249

#17 · Hingolicell 4770000794

distance 0.252

#18 · Hingolicell 4770003492

distance 0.252

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":4770000810}}}'

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.