Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013303

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.099

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013304

distance 0.099

#2 · Punecell 4900013310

distance 0.259

#3 · Ahmednagarcell 4660013379

distance 0.262 · cross-district

#4 · Nashikcell 4870000394

distance 0.271 · cross-district

#5 · Nashikcell 4870000094

distance 0.274 · cross-district

#6 · Punecell 4900013275

distance 0.295

#7 · Nashikcell 4870000050

distance 0.305 · cross-district

#8 · Punecell 4900013278

distance 0.307

#9 · Punecell 4900013167

distance 0.317

#10 · Ahmednagarcell 4660010665

distance 0.322 · cross-district

#11 · Punecell 4900013381

distance 0.327

#12 · Punecell 4900013366

distance 0.329

#13 · Punecell 4900013370

distance 0.33

#14 · Ahmednagarcell 4660012433

distance 0.33 · cross-district

#15 · Punecell 4900013306

distance 0.331

#16 · Punecell 4900013345

distance 0.336

#17 · Nashikcell 4870002327

distance 0.337 · cross-district

#18 · Nashikcell 4870000219

distance 0.337 · 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":4900013303}}}'

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.