Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000554

The MH-36 locality cells most similar to this Pune 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

0.183

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008841

distance 0.183 · cross-district

#2 · Sataracell 4940008738

distance 0.196 · cross-district

#3 · Sataracell 4940008340

distance 0.221 · cross-district

#4 · Sataracell 4940008794

distance 0.228 · cross-district

#5 · Kolhapurcell 4800004278

distance 0.228 · cross-district

#6 · Sataracell 4940008534

distance 0.241 · cross-district

#7 · Kolhapurcell 4800004035

distance 0.246 · cross-district

#8 · Sataracell 4940007998

distance 0.247 · cross-district

#9 · Kolhapurcell 4800005788

distance 0.25 · cross-district

#10 · Punecell 4900001139

distance 0.251

#11 · Solapurcell 4960007910

distance 0.253 · cross-district

#12 · Sataracell 4940007155

distance 0.254 · cross-district

#13 · Sataracell 4940008666

distance 0.256 · cross-district

#14 · Sataracell 4940008798

distance 0.257 · cross-district

#15 · Kolhapurcell 4800004277

distance 0.26 · cross-district

#16 · Kolhapurcell 4800005645

distance 0.26 · cross-district

#17 · Kolhapurcell 4800005721

distance 0.261 · cross-district

#18 · Sataracell 4940006405

distance 0.263 · 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":490,"cluster_id":4900000554}}}'

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.