Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003636

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960009431

distance 0.176 · cross-district

#2 · Hingolicell 4770003628

distance 0.185

#3 · Amravaticell 4680000733

distance 0.186 · cross-district

#4 · Washimcell 4990000033

distance 0.195 · cross-district

#5 · Buldhanacell 4720000811

distance 0.198 · cross-district

#6 · Amravaticell 4680005885

distance 0.198 · cross-district

#7 · Solapurcell 4960004215

distance 0.2 · cross-district

#8 · Washimcell 4990000888

distance 0.202 · cross-district

#9 · Amravaticell 4680006316

distance 0.202 · cross-district

#10 · Amravaticell 4680005377

distance 0.205 · cross-district

#11 · Amravaticell 4680003337

distance 0.207 · cross-district

#12 · Beedcell 4700006041

distance 0.21 · cross-district

#13 · Akolacell 4670003889

distance 0.211 · cross-district

#14 · Washimcell 4990000386

distance 0.213 · cross-district

#15 · Amravaticell 4680006311

distance 0.215 · cross-district

#16 · Amravaticell 4680004924

distance 0.215 · cross-district

#17 · Akolacell 4670000444

distance 0.216 · cross-district

#18 · Akolacell 4670000488

distance 0.216 · 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":4770003636}}}'

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.