Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004039

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004178

distance 0.176

#2 · Punecell 4900004560

distance 0.208

#3 · Punecell 4900003087

distance 0.226

#4 · Punecell 4900003054

distance 0.247

#5 · Punecell 4900003086

distance 0.254

#6 · Jalgaoncell 4780003982

distance 0.261 · cross-district

#7 · Punecell 4900004300

distance 0.264

#8 · Sataracell 4940008833

distance 0.264 · cross-district

#9 · Sataracell 4940008307

distance 0.27 · cross-district

#10 · Sataracell 4940008781

distance 0.273 · cross-district

#11 · Ahmednagarcell 4660002143

distance 0.275 · cross-district

#12 · Ahmednagarcell 4660009526

distance 0.275 · cross-district

#13 · Ahmednagarcell 4660002961

distance 0.275 · cross-district

#14 · Solapurcell 4960008141

distance 0.278 · cross-district

#15 · Ahmednagarcell 4660003056

distance 0.285 · cross-district

#16 · Punecell 4900003877

distance 0.289

#17 · Beedcell 4700003210

distance 0.289 · cross-district

#18 · Dharashivcell 4880002625

distance 0.296 · 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":4900004039}}}'

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.