Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001221

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

0.138

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000434

distance 0.138

#2 · Hingolicell 4770000866

distance 0.139

#3 · Parbhanicell 4890004040

distance 0.145 · cross-district

#4 · Hingolicell 4770000581

distance 0.147

#5 · Hingolicell 4770000485

distance 0.152

#6 · Hingolicell 4770001404

distance 0.156

#7 · Hingolicell 4770001625

distance 0.16

#8 · Hingolicell 4770000632

distance 0.164

#9 · Hingolicell 4770000692

distance 0.165

#10 · Hingolicell 4770000475

distance 0.169

#11 · Hingolicell 4770000733

distance 0.175

#12 · Hingolicell 4770001162

distance 0.176

#13 · Hingolicell 4770000577

distance 0.177

#14 · Hingolicell 4770001281

distance 0.177

#15 · Hingolicell 4770000919

distance 0.177

#16 · Parbhanicell 4890004445

distance 0.177 · cross-district

#17 · Hingolicell 4770001624

distance 0.179

#18 · Hingolicell 4770000925

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":4770001221}}}'

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.