Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007006

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 5 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.206

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006520

distance 0.206

#2 · Ahmednagarcell 4660003942

distance 0.226 · cross-district

#3 · Punecell 4900005895

distance 0.244

#4 · Punecell 4900010549

distance 0.251

#5 · Punecell 4900008865

distance 0.253

#6 · Solapurcell 4960007144

distance 0.256 · cross-district

#7 · Beedcell 4700005011

distance 0.261 · cross-district

#8 · Ahmednagarcell 4660004352

distance 0.264 · cross-district

#9 · Punecell 4900007246

distance 0.267

#10 · Solapurcell 4960005125

distance 0.27 · cross-district

#11 · Punecell 4900012772

distance 0.27

#12 · Punecell 4900004260

distance 0.273

#13 · Ahmednagarcell 4660008191

distance 0.275 · cross-district

#14 · Punecell 4900008183

distance 0.275

#15 · Punecell 4900006899

distance 0.277

#16 · Sanglicell 4930007161

distance 0.277 · cross-district

#17 · Solapurcell 4960001286

distance 0.279 · cross-district

#18 · Ahmednagarcell 4660012592

distance 0.28 · 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":4900007006}}}'

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.