Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000596

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

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870004251

distance 0.19 · cross-district

#2 · Nashikcell 4870005258

distance 0.196 · cross-district

#3 · Punecell 4900000271

distance 0.207

#4 · Sataracell 4940008426

distance 0.21 · cross-district

#5 · Sataracell 4940007931

distance 0.219 · cross-district

#6 · Nashikcell 4870003247

distance 0.221 · cross-district

#7 · Nashikcell 4870006425

distance 0.224 · cross-district

#8 · Nashikcell 4870005263

distance 0.226 · cross-district

#9 · Nashikcell 4870004260

distance 0.227 · cross-district

#10 · Punecell 4900000969

distance 0.233

#11 · Sataracell 4940008419

distance 0.241 · cross-district

#12 · Kolhapurcell 4800005472

distance 0.243 · cross-district

#13 · Sataracell 4940008323

distance 0.243 · cross-district

#14 · Nashikcell 4870003378

distance 0.244 · cross-district

#15 · Nashikcell 4870003648

distance 0.247 · cross-district

#16 · Nashikcell 4870003780

distance 0.248 · cross-district

#17 · Kolhapurcell 4800005223

distance 0.249 · cross-district

#18 · Sataracell 4940008006

distance 0.249 · 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":4900000596}}}'

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.