Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007381

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

0.118

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007733

distance 0.118

#2 · Punecell 4900007622

distance 0.142

#3 · Punecell 4900004688

distance 0.144

#4 · Punecell 4900007380

distance 0.156

#5 · Punecell 4900007615

distance 0.16

#6 · Punecell 4900007612

distance 0.165

#7 · Punecell 4900006755

distance 0.17

#8 · Beedcell 4700005009

distance 0.171 · cross-district

#9 · Beedcell 4700004842

distance 0.178 · cross-district

#10 · Sataracell 4940008289

distance 0.18 · cross-district

#11 · Beedcell 4700005008

distance 0.182 · cross-district

#12 · Punecell 4900001689

distance 0.188

#13 · Punecell 4900003185

distance 0.198

#14 · Punecell 4900007501

distance 0.201

#15 · Punecell 4900004694

distance 0.202

#16 · Punecell 4900007732

distance 0.203

#17 · Ahmednagarcell 4660003944

distance 0.204 · cross-district

#18 · Punecell 4900007499

distance 0.205

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":4900007381}}}'

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.