Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000415

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.2

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000486

distance 0.2

#2 · Hingolicell 4770000629

distance 0.204

#3 · Hingolicell 4770000524

distance 0.204

#4 · Hingolicell 4770001519

distance 0.206

#5 · Hingolicell 4770000632

distance 0.215

#6 · Hingolicell 4770002249

distance 0.219

#7 · Hingolicell 4770001625

distance 0.219

#8 · Hingolicell 4770000475

distance 0.221

#9 · Hingolicell 4770000363

distance 0.221

#10 · Parbhanicell 4890003895

distance 0.226 · cross-district

#11 · Parbhanicell 4890002120

distance 0.227 · cross-district

#12 · Hingolicell 4770000733

distance 0.227

#13 · Parbhanicell 4890001786

distance 0.227 · cross-district

#14 · Hingolicell 4770000469

distance 0.232

#15 · Hingolicell 4770002718

distance 0.233

#16 · Parbhanicell 4890001692

distance 0.233 · cross-district

#17 · Parbhanicell 4890003891

distance 0.234 · cross-district

#18 · Parbhanicell 4890004602

distance 0.234 · 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":4770000415}}}'

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.