Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000188

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.128

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000281

distance 0.128

#2 · Hingolicell 4770001081

distance 0.147

#3 · Akolacell 4670000433

distance 0.149 · cross-district

#4 · Hingolicell 4770001749

distance 0.158

#5 · Hingolicell 4770000321

distance 0.164

#6 · Ahmednagarcell 4660013066

distance 0.165 · cross-district

#7 · Hingolicell 4770000276

distance 0.167

#8 · Hingolicell 4770000759

distance 0.167

#9 · Parbhanicell 4890000472

distance 0.169 · cross-district

#10 · Hingolicell 4770000156

distance 0.169

#11 · Hingolicell 4770003800

distance 0.17

#12 · Hingolicell 4770000496

distance 0.171

#13 · Hingolicell 4770000235

distance 0.172

#14 · Parbhanicell 4890003991

distance 0.174 · cross-district

#15 · Washimcell 4990000536

distance 0.175 · cross-district

#16 · Hingolicell 4770000065

distance 0.175

#17 · Hingolicell 4770000446

distance 0.176

#18 · Parbhanicell 4890001876

distance 0.177 · 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":4770000188}}}'

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.