Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007387

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005784

distance 0.125

#2 · Punecell 4900007626

distance 0.133

#3 · Punecell 4900005914

distance 0.135

#4 · Punecell 4900007518

distance 0.137

#5 · Punecell 4900005528

distance 0.148

#6 · Punecell 4900005793

distance 0.152

#7 · Punecell 4900005532

distance 0.153

#8 · Punecell 4900005251

distance 0.156

#9 · Punecell 4900005656

distance 0.16

#10 · Sanglicell 4930006231

distance 0.16 · cross-district

#11 · Punecell 4900006171

distance 0.161

#12 · Punecell 4900005781

distance 0.165

#13 · Punecell 4900005788

distance 0.167

#14 · Punecell 4900005250

distance 0.167

#15 · Punecell 4900005401

distance 0.17

#16 · Punecell 4900006166

distance 0.173

#17 · Punecell 4900006889

distance 0.173

#18 · Punecell 4900007390

distance 0.174

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":4900007387}}}'

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.