Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007021

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.104

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006770

distance 0.104

#2 · Punecell 4900007271

distance 0.114

#3 · Punecell 4900005666

distance 0.127

#4 · Punecell 4900007265

distance 0.132

#5 · Punecell 4900005133

distance 0.135

#6 · Punecell 4900007641

distance 0.138

#7 · Punecell 4900004870

distance 0.147

#8 · Punecell 4900005114

distance 0.148

#9 · Punecell 4900005254

distance 0.154

#10 · Punecell 4900005400

distance 0.156

#11 · Punecell 4900005014

distance 0.157

#12 · Punecell 4900005907

distance 0.163

#13 · Punecell 4900007517

distance 0.164

#14 · Punecell 4900005118

distance 0.165

#15 · Punecell 4900001613

distance 0.166

#16 · Punecell 4900007019

distance 0.167

#17 · Punecell 4900006176

distance 0.167

#18 · Punecell 4900006299

distance 0.17

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":4900007021}}}'

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.