Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770004021

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.129

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990000764

distance 0.129 · cross-district

#2 · Washimcell 4990000964

distance 0.132 · cross-district

#3 · Beedcell 4700005440

distance 0.143 · cross-district

#4 · Washimcell 4990001503

distance 0.148 · cross-district

#5 · Washimcell 4990002123

distance 0.15 · cross-district

#6 · Hingolicell 4770003950

distance 0.153

#7 · Washimcell 4990001354

distance 0.157 · cross-district

#8 · Dharashivcell 4880000466

distance 0.159 · cross-district

#9 · Washimcell 4990000715

distance 0.162 · cross-district

#10 · Beedcell 4700001589

distance 0.163 · cross-district

#11 · Beedcell 4700002218

distance 0.164 · cross-district

#12 · Washimcell 4990002626

distance 0.166 · cross-district

#13 · Dharashivcell 4880000627

distance 0.167 · cross-district

#14 · Beedcell 4700001442

distance 0.168 · cross-district

#15 · Hingolicell 4770000196

distance 0.171

#16 · Hingolicell 4770003849

distance 0.173

#17 · Dharashivcell 4880006301

distance 0.175 · cross-district

#18 · Beedcell 4700000093

distance 0.175 · 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":4770004021}}}'

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.