Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005804

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.231

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960007887

distance 0.231 · cross-district

#2 · Nashikcell 4870005143

distance 0.242 · cross-district

#3 · Punecell 4900001223

distance 0.263

#4 · Solapurcell 4960005114

distance 0.269 · cross-district

#5 · Ahmednagarcell 4660007491

distance 0.274 · cross-district

#6 · Punecell 4900001160

distance 0.276

#7 · Sanglicell 4930000722

distance 0.285 · cross-district

#8 · Ahmednagarcell 4660010567

distance 0.286 · cross-district

#9 · Ahmednagarcell 4660010853

distance 0.29 · cross-district

#10 · Punecell 4900003492

distance 0.295

#11 · Dharashivcell 4880005934

distance 0.297 · cross-district

#12 · Ahmednagarcell 4660008881

distance 0.301 · cross-district

#13 · Ahmednagarcell 4660008390

distance 0.303 · cross-district

#14 · Ahmednagarcell 4660005933

distance 0.306 · cross-district

#15 · Punecell 4900000694

distance 0.307

#16 · Sanglicell 4930005309

distance 0.31 · cross-district

#17 · Sanglicell 4930000253

distance 0.311 · cross-district

#18 · Ahmednagarcell 4660004099

distance 0.312 · 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":4900005804}}}'

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.