Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006010

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

0.198

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006260

distance 0.198

#2 · Punecell 4900006138

distance 0.207

#3 · Punecell 4900012573

distance 0.222

#4 · Punecell 4900006258

distance 0.241

#5 · Punecell 4900006380

distance 0.264

#6 · Punecell 4900005885

distance 0.271

#7 · Punecell 4900002442

distance 0.272

#8 · Punecell 4900001160

distance 0.274

#9 · Punecell 4900006139

distance 0.274

#10 · Punecell 4900001309

distance 0.288

#11 · Sataracell 4940004063

distance 0.294 · cross-district

#12 · Punecell 4900003435

distance 0.298

#13 · Punecell 4900001280

distance 0.298

#14 · Ahmednagarcell 4660004595

distance 0.301 · cross-district

#15 · Ahmednagarcell 4660004950

distance 0.303 · cross-district

#16 · Ahmednagarcell 4660006904

distance 0.303 · cross-district

#17 · Punecell 4900012491

distance 0.305

#18 · Nashikcell 4870002002

distance 0.305 · 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":4900006010}}}'

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.