Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720007708

The MH-36 locality cells most similar to this Buldhana 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 9 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.145

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720007707

distance 0.145

#2 · Amravaticell 4680001495

distance 0.184 · cross-district

#3 · Washimcell 4990004309

distance 0.212 · cross-district

#4 · Amravaticell 4680000399

distance 0.222 · cross-district

#5 · Amravaticell 4680001808

distance 0.222 · cross-district

#6 · Akolacell 4670003857

distance 0.226 · cross-district

#7 · Akolacell 4670004134

distance 0.257 · cross-district

#8 · Washimcell 4990004295

distance 0.261 · cross-district

#9 · Solapurcell 4960001906

distance 0.271 · cross-district

#10 · Hingolicell 4770003011

distance 0.271 · cross-district

#11 · Nagpurcell 4840007203

distance 0.287 · cross-district

#12 · Hingolicell 4770003386

distance 0.289 · cross-district

#13 · Akolacell 4670001516

distance 0.29 · cross-district

#14 · Jalgaoncell 4780003303

distance 0.292 · cross-district

#15 · Beedcell 4700006690

distance 0.294 · cross-district

#16 · Amravaticell 4680004310

distance 0.296 · cross-district

#17 · Akolacell 4670000592

distance 0.301 · cross-district

#18 · Akolacell 4670002991

distance 0.305 · 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":472,"cluster_id":4720007708}}}'

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.