Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009308

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 9 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.458

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870000253

distance 0.458 · cross-district

#2 · Mumbai Suburbancell 4830000024

distance 0.538 · cross-district

#3 · Thanecell 4970000025

distance 0.552 · cross-district

#4 · Raigadcell 4910004484

distance 0.558 · cross-district

#5 · Raigadcell 4910004392

distance 0.566 · cross-district

#6 · Nashikcell 4870000254

distance 0.568 · cross-district

#7 · Raigadcell 4910005273

distance 0.593 · cross-district

#8 · Raigadcell 4910004291

distance 0.594 · cross-district

#9 · Punecell 4900009204

distance 0.597

#10 · Palgharcell 6650000318

distance 0.636 · cross-district

#11 · Sataracell 4940004225

distance 0.639 · cross-district

#12 · Raigadcell 4910003225

distance 0.646 · cross-district

#13 · Nandurbarcell 4860000357

distance 0.65 · cross-district

#14 · Raigadcell 4910004911

distance 0.652 · cross-district

#15 · Raigadcell 4910004390

distance 0.656 · cross-district

#16 · Raigadcell 4910005573

distance 0.658 · cross-district

#17 · Raigadcell 4910004442

distance 0.661 · cross-district

#18 · Dhulecell 4740003099

distance 0.669 · 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":4900009308}}}'

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.