Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003603

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

0.058

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004444

distance 0.058

#2 · Punecell 4900003594

distance 0.107

#3 · Punecell 4900002148

distance 0.115

#4 · Punecell 4900004431

distance 0.115

#5 · Punecell 4900003338

distance 0.119

#6 · Punecell 4900003878

distance 0.121

#7 · Punecell 4900003072

distance 0.124

#8 · Punecell 4900002017

distance 0.127

#9 · Punecell 4900001732

distance 0.127

#10 · Punecell 4900004295

distance 0.128

#11 · Punecell 4900003462

distance 0.131

#12 · Punecell 4900004430

distance 0.134

#13 · Punecell 4900004161

distance 0.136

#14 · Punecell 4900001469

distance 0.137

#15 · Punecell 4900002320

distance 0.138

#16 · Punecell 4900003329

distance 0.138

#17 · Punecell 4900003466

distance 0.147

#18 · Punecell 4900004302

distance 0.148

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":4900003603}}}'

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.