Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008763

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

0.207

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003309

distance 0.207 · cross-district

#2 · Beedcell 4700003306

distance 0.207 · cross-district

#3 · Punecell 4900008321

distance 0.207

#4 · Punecell 4900008320

distance 0.224

#5 · Sataracell 4940002116

distance 0.224 · cross-district

#6 · Solapurcell 4960004058

distance 0.228 · cross-district

#7 · Sanglicell 4930007132

distance 0.229 · cross-district

#8 · Sanglicell 4930006269

distance 0.229 · cross-district

#9 · Punecell 4900003052

distance 0.234

#10 · Sataracell 4940003592

distance 0.236 · cross-district

#11 · Ahmednagarcell 4660001071

distance 0.238 · cross-district

#12 · Laturcell 4810000042

distance 0.24 · cross-district

#13 · Solapurcell 4960009875

distance 0.24 · cross-district

#14 · Sanglicell 4930006787

distance 0.24 · cross-district

#15 · Sataracell 4940008795

distance 0.241 · cross-district

#16 · Solapurcell 4960001635

distance 0.241 · cross-district

#17 · Ahmednagarcell 4660000275

distance 0.243 · cross-district

#18 · Ahmednagarcell 4660002743

distance 0.244 · 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":4900008763}}}'

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.