Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007615

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.069

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007732

distance 0.069

#2 · Punecell 4900007622

distance 0.144

#3 · Beedcell 4700004842

distance 0.155 · cross-district

#4 · Punecell 4900007381

distance 0.16

#5 · Punecell 4900005642

distance 0.17

#6 · Punecell 4900004694

distance 0.173

#7 · Punecell 4900006514

distance 0.176

#8 · Punecell 4900007380

distance 0.178

#9 · Punecell 4900007612

distance 0.179

#10 · Punecell 4900002897

distance 0.18

#11 · Punecell 4900007733

distance 0.181

#12 · Punecell 4900004695

distance 0.181

#13 · Punecell 4900004830

distance 0.183

#14 · Punecell 4900005624

distance 0.189

#15 · Beedcell 4700005008

distance 0.195 · cross-district

#16 · Beedcell 4700005009

distance 0.2 · cross-district

#17 · Sataracell 4940008289

distance 0.2 · cross-district

#18 · Ahmednagarcell 4660003653

distance 0.203 · cross-district

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":4900007615}}}'

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.