Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013132

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.174

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013061

distance 0.174

#2 · Punecell 4900013280

distance 0.22

#3 · Punecell 4900013327

distance 0.237

#4 · Ahmednagarcell 4660007126

distance 0.253 · cross-district

#5 · Punecell 4900013250

distance 0.265

#6 · Punecell 4900013242

distance 0.271

#7 · Punecell 4900013367

distance 0.28

#8 · Punecell 4900013169

distance 0.28

#9 · Punecell 4900013308

distance 0.282

#10 · Punecell 4900012960

distance 0.282

#11 · Punecell 4900013336

distance 0.289

#12 · Ahmednagarcell 4660009342

distance 0.29 · cross-district

#13 · Punecell 4900013279

distance 0.298

#14 · Punecell 4900013326

distance 0.299

#15 · Nashikcell 4870000192

distance 0.299 · cross-district

#16 · Punecell 4900012681

distance 0.305

#17 · Nashikcell 4870000397

distance 0.306 · cross-district

#18 · Nashikcell 4870000662

distance 0.307 · 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":4900013132}}}'

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.