Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008318

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.144

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007757

distance 0.144

#2 · Punecell 4900008201

distance 0.161

#3 · Punecell 4900008319

distance 0.173

#4 · Punecell 4900008650

distance 0.183

#5 · Punecell 4900007865

distance 0.187

#6 · Punecell 4900008759

distance 0.194

#7 · Punecell 4900008427

distance 0.196

#8 · Sanglicell 4930007081

distance 0.197 · cross-district

#9 · Punecell 4900008868

distance 0.206

#10 · Punecell 4900008424

distance 0.209

#11 · Ahmednagarcell 4660003292

distance 0.21 · cross-district

#12 · Ahmednagarcell 4660001421

distance 0.218 · cross-district

#13 · Ahmednagarcell 4660007497

distance 0.219 · cross-district

#14 · Nashikcell 4870005579

distance 0.223 · cross-district

#15 · Ahmednagarcell 4660006773

distance 0.228 · cross-district

#16 · Solapurcell 4960007857

distance 0.228 · cross-district

#17 · Punecell 4900008534

distance 0.228

#18 · Ahmednagarcell 4660001522

distance 0.23 · 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":4900008318}}}'

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.