Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006840

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.545

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005986

distance 0.545

#2 · Punecell 4900006112

distance 0.609

#3 · Punecell 4900007210

distance 0.735

#4 · Punecell 4900006111

distance 0.766

#5 · Punecell 4900006592

distance 0.774

#6 · Punecell 4900006715

distance 0.825

#7 · Punecell 4900006361

distance 0.872

#8 · Punecell 4900006843

distance 0.883

#9 · Nashikcell 4870002965

distance 0.89 · cross-district

#10 · Punecell 4900006952

distance 0.896

#11 · Punecell 4900006109

distance 0.915

#12 · Punecell 4900006962

distance 0.922

#13 · Thanecell 4970001115

distance 0.944 · cross-district

#14 · Thanecell 4970000064

distance 0.957 · cross-district

#15 · Punecell 4900006350

distance 0.964

#16 · Mumbaicell 4820000013

distance 0.971 · cross-district

#17 · Mumbai Suburbancell 4830000133

distance 0.973 · cross-district

#18 · Mumbaicell 4820000007

distance 0.976 · 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":4900006840}}}'

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.