Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008002

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

0.87

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.824

lower = more alike (weighted)

The twins, closest first

#1 · Thanecell 4970000547

distance 0.824 · cross-district

#2 · Punecell 4900009725

distance 0.854

#3 · Punecell 4900006550

distance 0.86

#4 · Punecell 4900008110

distance 0.944

#5 · Punecell 4900010151

distance 0.978

#6 · Thanecell 4970000612

distance 0.996 · cross-district

#7 · Punecell 4900006674

distance 0.997

#8 · Punecell 4900011169

distance 1.019

#9 · Thanecell 4970000484

distance 1.091 · cross-district

#10 · Thanecell 4970000427

distance 1.106 · cross-district

#11 · Kolhapurcell 4800001168

distance 1.111 · cross-district

#12 · Punecell 4900007166

distance 1.121

#13 · Nagpurcell 4840006619

distance 1.129 · cross-district

#14 · Raigadcell 4910005040

distance 1.129 · cross-district

#15 · Nandurbarcell 4860004927

distance 1.144 · cross-district

#16 · Kolhapurcell 4800001169

distance 1.164 · cross-district

#17 · Beedcell 4700004615

distance 1.168 · cross-district

#18 · Solapurcell 4960010420

distance 1.18 · 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":4900008002}}}'

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.