Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000733

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

0.12

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000485

distance 0.12

#2 · Hingolicell 4770000692

distance 0.129

#3 · Hingolicell 4770000581

distance 0.132

#4 · Parbhanicell 4890003913

distance 0.136 · cross-district

#5 · Hingolicell 4770000587

distance 0.142

#6 · Hingolicell 4770000739

distance 0.143

#7 · Hingolicell 4770000475

distance 0.145

#8 · Hingolicell 4770000378

distance 0.15

#9 · Hingolicell 4770000632

distance 0.152

#10 · Hingolicell 4770000527

distance 0.152

#11 · Hingolicell 4770000795

distance 0.154

#12 · Hingolicell 4770001404

distance 0.158

#13 · Hingolicell 4770000434

distance 0.159

#14 · Hingolicell 4770000798

distance 0.163

#15 · Hingolicell 4770001281

distance 0.164

#16 · Hingolicell 4770000533

distance 0.167

#17 · Hingolicell 4770000582

distance 0.168

#18 · Hingolicell 4770000431

distance 0.169

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":4770000733}}}'

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.