Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003025

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003359

distance 0.163

#2 · Buldhanacell 4720003998

distance 0.26 · cross-district

#3 · Hingolicell 4770001165

distance 0.279

#4 · Hingolicell 4770000928

distance 0.288

#5 · Jalnacell 4790006591

distance 0.298 · cross-district

#6 · Jalgaoncell 4780004052

distance 0.311 · cross-district

#7 · Gadchirolicell 4750006837

distance 0.321 · cross-district

#8 · Buldhanacell 4720005653

distance 0.323 · cross-district

#9 · Gondiacell 4760003304

distance 0.331 · cross-district

#10 · Buldhanacell 4720006096

distance 0.334 · cross-district

#11 · Ahmednagarcell 4660012983

distance 0.336 · cross-district

#12 · Beedcell 4700009009

distance 0.336 · cross-district

#13 · Nashikcell 4870002124

distance 0.343 · cross-district

#14 · Hingolicell 4770002166

distance 0.344

#15 · Nagpurcell 4840006916

distance 0.346 · cross-district

#16 · Solapurcell 4960009710

distance 0.347 · cross-district

#17 · Solapurcell 4960002285

distance 0.349 · cross-district

#18 · Solapurcell 4960009962

distance 0.349 · 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":4770003025}}}'

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.