Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006928

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 1 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.208

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006433

distance 0.208

#2 · Punecell 4900006925

distance 0.22

#3 · Punecell 4900006922

distance 0.227

#4 · Punecell 4900004066

distance 0.231

#5 · Punecell 4900005823

distance 0.253

#6 · Punecell 4900007424

distance 0.258

#7 · Punecell 4900005420

distance 0.268

#8 · Punecell 4900007542

distance 0.269

#9 · Punecell 4900004207

distance 0.271

#10 · Punecell 4900005552

distance 0.275

#11 · Punecell 4900005948

distance 0.278

#12 · Punecell 4900005825

distance 0.28

#13 · Punecell 4900006076

distance 0.281

#14 · Punecell 4900007060

distance 0.283

#15 · Punecell 4900005433

distance 0.286

#16 · Punecell 4900006190

distance 0.288

#17 · Punecell 4900007302

distance 0.297

#18 · Punecell 4900006075

distance 0.297

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":4900006928}}}'

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.