Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004491

The MH-36 locality cells most similar to this Sangli 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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.069

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000121

distance 0.069 · cross-district

#2 · Sataracell 4940000198

distance 0.08 · cross-district

#3 · Sataracell 4940000199

distance 0.096 · cross-district

#4 · Kolhapurcell 4800000989

distance 0.203 · cross-district

#5 · Sataracell 4940000243

distance 0.205 · cross-district

#6 · Sanglicell 4930004490

distance 0.221

#7 · Amravaticell 4680009723

distance 0.23 · cross-district

#8 · Kolhapurcell 4800001029

distance 0.231 · cross-district

#9 · Kolhapurcell 4800000870

distance 0.236 · cross-district

#10 · Kolhapurcell 4800000787

distance 0.237 · cross-district

#11 · Kolhapurcell 4800000786

distance 0.238 · cross-district

#12 · Kolhapurcell 4800000784

distance 0.24 · cross-district

#13 · Amravaticell 4680006377

distance 0.241 · cross-district

#14 · Kolhapurcell 4800000990

distance 0.244 · cross-district

#15 · Kolhapurcell 4800006473

distance 0.245 · cross-district

#16 · Amravaticell 4680009632

distance 0.245 · cross-district

#17 · Kolhapurcell 4800000826

distance 0.249 · cross-district

#18 · Sataracell 4940000450

distance 0.25 · 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":493,"cluster_id":4930004491}}}'

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.