Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001072

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.147

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001379

distance 0.147

#2 · Nandedcell 4850007327

distance 0.162 · cross-district

#3 · Hingolicell 4770001254

distance 0.167

#4 · Washimcell 4990001884

distance 0.182 · cross-district

#5 · Yavatmalcell 5000002114

distance 0.185 · cross-district

#6 · Washimcell 4990003473

distance 0.192 · cross-district

#7 · Nashikcell 4870007825

distance 0.192 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690006021

distance 0.194 · cross-district

#9 · Chandrapurcell 4730000871

distance 0.194 · cross-district

#10 · Hingolicell 4770001387

distance 0.201

#11 · Dharashivcell 4880000110

distance 0.202 · cross-district

#12 · Washimcell 4990001414

distance 0.204 · cross-district

#13 · Washimcell 4990000910

distance 0.204 · cross-district

#14 · Nandedcell 4850007040

distance 0.209 · cross-district

#15 · Hingolicell 4770001427

distance 0.211

#16 · Ahmednagarcell 4660009599

distance 0.211 · cross-district

#17 · Beedcell 4700008593

distance 0.212 · cross-district

#18 · Washimcell 4990000610

distance 0.212 · 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":4770001072}}}'

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.