Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009050

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

0.204

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009048

distance 0.204

#2 · Punecell 4900009267

distance 0.277

#3 · Punecell 4900007821

distance 0.347

#4 · Punecell 4900007577

distance 0.407

#5 · Punecell 4900003975

distance 0.431

#6 · Punecell 4900008262

distance 0.458

#7 · Nashikcell 4870002974

distance 0.488 · cross-district

#8 · Nashikcell 4870002598

distance 0.496 · cross-district

#9 · Punecell 4900012632

distance 0.502

#10 · Nashikcell 4870003362

distance 0.516 · cross-district

#11 · Nashikcell 4870003101

distance 0.517 · cross-district

#12 · Nashikcell 4870003354

distance 0.522 · cross-district

#13 · Punecell 4900005601

distance 0.522

#14 · Nashikcell 4870003367

distance 0.523 · cross-district

#15 · Punecell 4900008265

distance 0.526

#16 · Punecell 4900008964

distance 0.533

#17 · Nashikcell 4870003223

distance 0.549 · cross-district

#18 · Sataracell 4940008379

distance 0.563 · cross-district

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":4900009050}}}'

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.