Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001571

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

0.13

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001517

distance 0.13

#2 · Hingolicell 4770001742

distance 0.139

#3 · Hingolicell 4770001624

distance 0.186

#4 · Hingolicell 4770003438

distance 0.189

#5 · Parbhanicell 4890003978

distance 0.192 · cross-district

#6 · Hingolicell 4770001171

distance 0.193

#7 · Hingolicell 4770001634

distance 0.195

#8 · Hingolicell 4770001741

distance 0.204

#9 · Hingolicell 4770000855

distance 0.206

#10 · Hingolicell 4770000925

distance 0.209

#11 · Hingolicell 4770003434

distance 0.213

#12 · Hingolicell 4770000416

distance 0.214

#13 · Buldhanacell 4720007903

distance 0.215 · cross-district

#14 · Amravaticell 4680010310

distance 0.218 · cross-district

#15 · Parbhanicell 4890004739

distance 0.219 · cross-district

#16 · Hingolicell 4770002261

distance 0.219

#17 · Hingolicell 4770003038

distance 0.219

#18 · Hingolicell 4770000432

distance 0.22

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":4770001571}}}'

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.