Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003732

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 11 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990001985

distance 0.197 · cross-district

#2 · Hingolicell 4770003940

distance 0.219

#3 · Hingolicell 4770003676

distance 0.219

#4 · Washimcell 4990000050

distance 0.221 · cross-district

#5 · Washimcell 4990001323

distance 0.236 · cross-district

#6 · Yavatmalcell 5000004479

distance 0.242 · cross-district

#7 · Beedcell 4700000002

distance 0.255 · cross-district

#8 · Jalgaoncell 4780004601

distance 0.259 · cross-district

#9 · Parbhanicell 4890002038

distance 0.26 · cross-district

#10 · Akolacell 4670004590

distance 0.276 · cross-district

#11 · Solapurcell 4960000214

distance 0.277 · cross-district

#12 · Beedcell 4700004515

distance 0.277 · cross-district

#13 · Jalnacell 4790000147

distance 0.278 · cross-district

#14 · Beedcell 4700005192

distance 0.281 · cross-district

#15 · Washimcell 4990000696

distance 0.281 · cross-district

#16 · Nandedcell 4850000784

distance 0.282 · cross-district

#17 · Parbhanicell 4890001491

distance 0.283 · cross-district

#18 · Ahmednagarcell 4660011899

distance 0.284 · 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":4770003732}}}'

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.