Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006786

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 6 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.506

lower = more alike (weighted)

The twins, closest first

#1 · Raigadcell 4910003235

distance 0.506 · cross-district

#2 · Punecell 4900007156

distance 0.519

#3 · Raigadcell 4910002204

distance 0.527 · cross-district

#4 · Raigadcell 4910003152

distance 0.537 · cross-district

#5 · Nashikcell 4870000000

distance 0.543 · cross-district

#6 · Sataracell 4940006443

distance 0.55 · cross-district

#7 · Raigadcell 4910002061

distance 0.556 · cross-district

#8 · Ratnagiricell 4920006387

distance 0.572 · cross-district

#9 · Raigadcell 4910002961

distance 0.575 · cross-district

#10 · Raigadcell 4910002109

distance 0.578 · cross-district

#11 · Punecell 4900007279

distance 0.587

#12 · Punecell 4900008767

distance 0.594

#13 · Ahmednagarcell 4660013286

distance 0.6 · cross-district

#14 · Punecell 4900007524

distance 0.606

#15 · Punecell 4900007763

distance 0.609

#16 · Punecell 4900009098

distance 0.613

#17 · Nashikcell 4870000321

distance 0.614 · cross-district

#18 · Ahmednagarcell 4660012405

distance 0.626 · 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":4900006786}}}'

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.