Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006871

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

0.239

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006505

distance 0.239

#2 · Punecell 4900006872

distance 0.287

#3 · Punecell 4900006638

distance 0.292

#4 · Sataracell 4940008575

distance 0.294 · cross-district

#5 · Punecell 4900003569

distance 0.297

#6 · Punecell 4900008733

distance 0.316

#7 · Ahmednagarcell 4660008499

distance 0.316 · cross-district

#8 · Punecell 4900007254

distance 0.319

#9 · Nashikcell 4870004255

distance 0.325 · cross-district

#10 · Punecell 4900009896

distance 0.328

#11 · Nashikcell 4870004371

distance 0.328 · cross-district

#12 · Punecell 4900012350

distance 0.338

#13 · Ahmednagarcell 4660004387

distance 0.339 · cross-district

#14 · Sataracell 4940008890

distance 0.339 · cross-district

#15 · Punecell 4900003899

distance 0.341

#16 · Punecell 4900012356

distance 0.346

#17 · Ahmednagarcell 4660006268

distance 0.347 · cross-district

#18 · Ahmednagarcell 4660008038

distance 0.347 · 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":4900006871}}}'

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.