Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008348

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.207

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008236

distance 0.207

#2 · Punecell 4900010331

distance 0.225

#3 · Punecell 4900009662

distance 0.247

#4 · Punecell 4900009964

distance 0.255

#5 · Punecell 4900009847

distance 0.266

#6 · Punecell 4900009946

distance 0.271

#7 · Punecell 4900010233

distance 0.277

#8 · Punecell 4900010330

distance 0.287

#9 · Punecell 4900010997

distance 0.288

#10 · Punecell 4900009660

distance 0.295

#11 · Punecell 4900009945

distance 0.3

#12 · Punecell 4900010143

distance 0.301

#13 · Punecell 4900009437

distance 0.303

#14 · Punecell 4900009845

distance 0.304

#15 · Punecell 4900011438

distance 0.314

#16 · Punecell 4900011383

distance 0.321

#17 · Punecell 4900010321

distance 0.323

#18 · Punecell 4900010231

distance 0.332

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":4900008348}}}'

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.