Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000403

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000493

distance 0.143

#2 · Nandedcell 4850000166

distance 0.17 · cross-district

#3 · Jalnacell 4790000096

distance 0.19 · cross-district

#4 · Hingolicell 4770001130

distance 0.19

#5 · Hingolicell 4770000615

distance 0.2

#6 · Hingolicell 4770000900

distance 0.203

#7 · Chandrapurcell 4730000964

distance 0.205 · cross-district

#8 · Hingolicell 4770000158

distance 0.206

#9 · Hingolicell 4770001654

distance 0.206

#10 · Hingolicell 4770000568

distance 0.207

#11 · Jalnacell 4790000009

distance 0.212 · cross-district

#12 · Washimcell 4990001600

distance 0.217 · cross-district

#13 · Hingolicell 4770000410

distance 0.217

#14 · Hingolicell 4770000160

distance 0.218

#15 · Parbhanicell 4890001879

distance 0.219 · cross-district

#16 · Solapurcell 4960004632

distance 0.22 · cross-district

#17 · Parbhanicell 4890002046

distance 0.222 · cross-district

#18 · Hingolicell 4770000953

distance 0.223

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":4770000403}}}'

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.