Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003359

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

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003025

distance 0.163

#2 · Buldhanacell 4720003998

distance 0.234 · cross-district

#3 · Solapurcell 4960002285

distance 0.275 · cross-district

#4 · Buldhanacell 4720005937

distance 0.28 · cross-district

#5 · Buldhanacell 4720004512

distance 0.298 · cross-district

#6 · Buldhanacell 4720005653

distance 0.299 · cross-district

#7 · Solapurcell 4960009425

distance 0.304 · cross-district

#8 · Gondiacell 4760003304

distance 0.305 · cross-district

#9 · Jalnacell 4790006591

distance 0.315 · cross-district

#10 · Hingolicell 4770001165

distance 0.315

#11 · Amravaticell 4680006174

distance 0.317 · cross-district

#12 · Akolacell 4670003347

distance 0.318 · cross-district

#13 · Akolacell 4670003794

distance 0.322 · cross-district

#14 · Washimcell 4990001106

distance 0.324 · cross-district

#15 · Gadchirolicell 4750006837

distance 0.327 · cross-district

#16 · Solapurcell 4960009710

distance 0.329 · cross-district

#17 · Nagpurcell 4840001551

distance 0.331 · cross-district

#18 · Nagpurcell 4840001917

distance 0.333 · 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":4770003359}}}'

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.