Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005035

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

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006187

distance 0.178

#2 · Punecell 4900005944

distance 0.239

#3 · Punecell 4900006188

distance 0.249

#4 · Punecell 4900004892

distance 0.282

#5 · Punecell 4900005034

distance 0.347

#6 · Punecell 4900006799

distance 0.36

#7 · Punecell 4900006197

distance 0.365

#8 · Punecell 4900004618

distance 0.372

#9 · Punecell 4900004483

distance 0.373

#10 · Punecell 4900007426

distance 0.374

#11 · Punecell 4900006800

distance 0.38

#12 · Punecell 4900007290

distance 0.38

#13 · Punecell 4900004743

distance 0.382

#14 · Punecell 4900008551

distance 0.392

#15 · Punecell 4900007539

distance 0.397

#16 · Punecell 4900005033

distance 0.397

#17 · Punecell 4900004200

distance 0.398

#18 · Punecell 4900007296

distance 0.4

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":4900005035}}}'

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.