Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000629

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

0.09

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000486

distance 0.09

#2 · Hingolicell 4770000524

distance 0.099

#3 · Parbhanicell 4890004101

distance 0.11 · cross-district

#4 · Hingolicell 4770000646

distance 0.141

#5 · Hingolicell 4770000525

distance 0.141

#6 · Parbhanicell 4890003978

distance 0.143 · cross-district

#7 · Hingolicell 4770000416

distance 0.159

#8 · Hingolicell 4770000469

distance 0.162

#9 · Hingolicell 4770001634

distance 0.167

#10 · Hingolicell 4770000743

distance 0.171

#11 · Parbhanicell 4890003912

distance 0.173 · cross-district

#12 · Parbhanicell 4890003897

distance 0.175 · cross-district

#13 · Hingolicell 4770000488

distance 0.175

#14 · Parbhanicell 4890003836

distance 0.176 · cross-district

#15 · Hingolicell 4770001633

distance 0.18

#16 · Hingolicell 4770000149

distance 0.181

#17 · Hingolicell 4770000104

distance 0.181

#18 · Hingolicell 4770000733

distance 0.183

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":4770000629}}}'

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.