Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003349

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

0.113

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003065

distance 0.113

#2 · Punecell 4900001200

distance 0.114

#3 · Punecell 4900002781

distance 0.115

#4 · Punecell 4900004321

distance 0.117

#5 · Punecell 4900000682

distance 0.128

#6 · Punecell 4900001741

distance 0.129

#7 · Punecell 4900000434

distance 0.141

#8 · Punecell 4900000674

distance 0.144

#9 · Punecell 4900004025

distance 0.147

#10 · Punecell 4900003062

distance 0.15

#11 · Punecell 4900004183

distance 0.152

#12 · Punecell 4900000409

distance 0.155

#13 · Punecell 4900003223

distance 0.157

#14 · Punecell 4900000904

distance 0.159

#15 · Punecell 4900000825

distance 0.16

#16 · Punecell 4900002926

distance 0.162

#17 · Punecell 4900000403

distance 0.163

#18 · Punecell 4900000710

distance 0.163

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":4900003349}}}'

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.