Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013328

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.217

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013331

distance 0.217

#2 · Punecell 4900013308

distance 0.22

#3 · Punecell 4900013348

distance 0.224

#4 · Punecell 4900013326

distance 0.23

#5 · Punecell 4900013327

distance 0.269

#6 · Punecell 4900013336

distance 0.292

#7 · Punecell 4900013332

distance 0.293

#8 · Ahmednagarcell 4660008481

distance 0.294 · cross-district

#9 · Punecell 4900013349

distance 0.302

#10 · Ahmednagarcell 4660008326

distance 0.309 · cross-district

#11 · Punecell 4900013313

distance 0.309

#12 · Punecell 4900013061

distance 0.321

#13 · Sataracell 4940007450

distance 0.322 · cross-district

#14 · Punecell 4900013347

distance 0.332

#15 · Punecell 4900013301

distance 0.333

#16 · Ahmednagarcell 4660008823

distance 0.334 · cross-district

#17 · Sataracell 4940008458

distance 0.342 · cross-district

#18 · Punecell 4900013329

distance 0.353

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":4900013328}}}'

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.