Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003544

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.079

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002716

distance 0.079

#2 · Punecell 4900002866

distance 0.084

#3 · Punecell 4900002865

distance 0.092

#4 · Punecell 4900002717

distance 0.094

#5 · Punecell 4900003541

distance 0.115

#6 · Punecell 4900003679

distance 0.119

#7 · Punecell 4900001256

distance 0.125

#8 · Punecell 4900002562

distance 0.132

#9 · Punecell 4900003678

distance 0.133

#10 · Punecell 4900002561

distance 0.133

#11 · Punecell 4900002413

distance 0.137

#12 · Punecell 4900002872

distance 0.143

#13 · Punecell 4900003422

distance 0.144

#14 · Punecell 4900003677

distance 0.154

#15 · Punecell 4900003021

distance 0.167

#16 · Punecell 4900002411

distance 0.167

#17 · Punecell 4900003288

distance 0.17

#18 · Punecell 4900002867

distance 0.171

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":4900003544}}}'

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.