Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003849

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990001760

distance 0.142 · cross-district

#2 · Washimcell 4990001090

distance 0.151 · cross-district

#3 · Ahmednagarcell 4660013856

distance 0.165 · cross-district

#4 · Washimcell 4990001752

distance 0.17 · cross-district

#5 · Hingolicell 4770004021

distance 0.173

#6 · Washimcell 4990001845

distance 0.183 · cross-district

#7 · Jalnacell 4790001111

distance 0.187 · cross-district

#8 · Ahmednagarcell 4660009234

distance 0.187 · cross-district

#9 · Beedcell 4700002713

distance 0.192 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690005296

distance 0.192 · cross-district

#11 · Beedcell 4700000777

distance 0.192 · cross-district

#12 · Ahmednagarcell 4660010437

distance 0.193 · cross-district

#13 · Beedcell 4700000458

distance 0.194 · cross-district

#14 · Washimcell 4990002626

distance 0.194 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690005748

distance 0.195 · cross-district

#16 · Ahmednagarcell 4660010758

distance 0.195 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690002638

distance 0.196 · cross-district

#18 · Ahmednagarcell 4660009936

distance 0.197 · 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":4770003849}}}'

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.