Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007366

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

0.084

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007735

distance 0.084

#2 · Punecell 4900006750

distance 0.103

#3 · Punecell 4900007617

distance 0.12

#4 · Punecell 4900007736

distance 0.124

#5 · Punecell 4900006155

distance 0.13

#6 · Punecell 4900007120

distance 0.135

#7 · Punecell 4900003844

distance 0.14

#8 · Punecell 4900007495

distance 0.148

#9 · Punecell 4900007734

distance 0.149

#10 · Punecell 4900007623

distance 0.152

#11 · Punecell 4900006992

distance 0.156

#12 · Punecell 4900006636

distance 0.158

#13 · Punecell 4900001981

distance 0.158

#14 · Punecell 4900007613

distance 0.159

#15 · Punecell 4900006878

distance 0.161

#16 · Punecell 4900007124

distance 0.163

#17 · Punecell 4900007614

distance 0.165

#18 · Punecell 4900006637

distance 0.165

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":4900007366}}}'

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.