Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001721

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.15

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001552

distance 0.15

#2 · Hingolicell 4770001601

distance 0.153

#3 · Hingolicell 4770001494

distance 0.156

#4 · Hingolicell 4770001320

distance 0.157

#5 · Washimcell 4990001858

distance 0.201 · cross-district

#6 · Hingolicell 4770001600

distance 0.206

#7 · Nandedcell 4850007045

distance 0.209 · cross-district

#8 · Hingolicell 4770001768

distance 0.212

#9 · Hingolicell 4770001662

distance 0.213

#10 · Hingolicell 4770001661

distance 0.213

#11 · Nandedcell 4850000479

distance 0.215 · cross-district

#12 · Hingolicell 4770001269

distance 0.216

#13 · Hingolicell 4770001718

distance 0.216

#14 · Nandedcell 4850000726

distance 0.217 · cross-district

#15 · Hingolicell 4770001895

distance 0.217

#16 · Akolacell 4670001189

distance 0.218 · cross-district

#17 · Nandedcell 4850007913

distance 0.218 · cross-district

#18 · Nandedcell 4850007786

distance 0.219 · 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":4770001721}}}'

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.