Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012375

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.245

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013087

distance 0.245

#2 · Punecell 4900013119

distance 0.256

#3 · Punecell 4900013091

distance 0.271

#4 · Punecell 4900012797

distance 0.303

#5 · Punecell 4900012312

distance 0.307

#6 · Punecell 4900012244

distance 0.319

#7 · Punecell 4900000863

distance 0.322

#8 · Sataracell 4940008046

distance 0.322 · cross-district

#9 · Punecell 4900013260

distance 0.323

#10 · Punecell 4900012308

distance 0.331

#11 · Punecell 4900012733

distance 0.336

#12 · Punecell 4900012522

distance 0.345

#13 · Punecell 4900012518

distance 0.35

#14 · Punecell 4900012311

distance 0.351

#15 · Punecell 4900012859

distance 0.352

#16 · Punecell 4900012451

distance 0.357

#17 · Punecell 4900012663

distance 0.357

#18 · Punecell 4900013188

distance 0.359

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":4900012375}}}'

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.