Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001601

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.205

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001472

distance 0.205

#2 · Punecell 4900002162

distance 0.208

#3 · Solapurcell 4960006495

distance 0.226 · cross-district

#4 · Nashikcell 4870006893

distance 0.234 · cross-district

#5 · Solapurcell 4960012428

distance 0.236 · cross-district

#6 · Punecell 4900004573

distance 0.238

#7 · Sanglicell 4930004879

distance 0.241 · cross-district

#8 · Nashikcell 4870005574

distance 0.247 · cross-district

#9 · Nashikcell 4870005725

distance 0.249 · cross-district

#10 · Nashikcell 4870005723

distance 0.256 · cross-district

#11 · Sanglicell 4930007166

distance 0.258 · cross-district

#12 · Ahmednagarcell 4660000258

distance 0.258 · cross-district

#13 · Punecell 4900000839

distance 0.258

#14 · Nashikcell 4870006735

distance 0.261 · cross-district

#15 · Nashikcell 4870006295

distance 0.261 · cross-district

#16 · Solapurcell 4960000108

distance 0.261 · cross-district

#17 · Punecell 4900008430

distance 0.262

#18 · Ahmednagarcell 4660004313

distance 0.263 · 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":4900001601}}}'

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.