Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000061

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

0.269

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960007938

distance 0.269 · cross-district

#2 · Punecell 4900000024

distance 0.275

#3 · Solapurcell 4960008599

distance 0.296 · cross-district

#4 · Punecell 4900000124

distance 0.298

#5 · Solapurcell 4960009188

distance 0.302 · cross-district

#6 · Solapurcell 4960008601

distance 0.314 · cross-district

#7 · Punecell 4900000014

distance 0.325

#8 · Punecell 4900000103

distance 0.327

#9 · Solapurcell 4960008879

distance 0.331 · cross-district

#10 · Solapurcell 4960008401

distance 0.332 · cross-district

#11 · Dharashivcell 4880004308

distance 0.339 · cross-district

#12 · Solapurcell 4960007945

distance 0.343 · cross-district

#13 · Solapurcell 4960008692

distance 0.346 · cross-district

#14 · Solapurcell 4960009756

distance 0.353 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690003883

distance 0.353 · cross-district

#16 · Punecell 4900000473

distance 0.357

#17 · Solapurcell 4960004225

distance 0.358 · cross-district

#18 · Solapurcell 4960007823

distance 0.358 · 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":4900000061}}}'

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.