Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001859

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 8 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.45

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001714

distance 0.45

#2 · Sataracell 4940004702

distance 0.457 · cross-district

#3 · Sataracell 4940004464

distance 0.478 · cross-district

#4 · Sanglicell 4930002672

distance 0.488 · cross-district

#5 · Sataracell 4940000659

distance 0.508 · cross-district

#6 · Sanglicell 4930000344

distance 0.509 · cross-district

#7 · Sataracell 4940004585

distance 0.516 · cross-district

#8 · Solapurcell 4960007928

distance 0.527 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690003405

distance 0.527 · cross-district

#10 · Sataracell 4940000602

distance 0.534 · cross-district

#11 · Ahmednagarcell 4660005808

distance 0.538 · cross-district

#12 · Chandrapurcell 4730003314

distance 0.543 · cross-district

#13 · Ahmednagarcell 4660005036

distance 0.544 · cross-district

#14 · Punecell 4900002011

distance 0.545

#15 · Nashikcell 4870003503

distance 0.546 · cross-district

#16 · Nashikcell 4870002504

distance 0.552 · cross-district

#17 · Sataracell 4940004703

distance 0.555 · cross-district

#18 · Punecell 4900001577

distance 0.556

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":4900001859}}}'

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.