Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001003

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

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940007782

distance 0.164 · cross-district

#2 · Sataracell 4940008798

distance 0.173 · cross-district

#3 · Punecell 4900000889

distance 0.173

#4 · Nashikcell 4870003671

distance 0.189 · cross-district

#5 · Sataracell 4940008799

distance 0.19 · cross-district

#6 · Sataracell 4940007990

distance 0.19 · cross-district

#7 · Sataracell 4940008841

distance 0.195 · cross-district

#8 · Punecell 4900000693

distance 0.198

#9 · Solapurcell 4960007542

distance 0.203 · cross-district

#10 · Punecell 4900000194

distance 0.203

#11 · Punecell 4900001004

distance 0.206

#12 · Sataracell 4940008132

distance 0.211 · cross-district

#13 · Sataracell 4940007404

distance 0.213 · cross-district

#14 · Sataracell 4940006940

distance 0.213 · cross-district

#15 · Sataracell 4940008400

distance 0.214 · cross-district

#16 · Sataracell 4940008534

distance 0.216 · cross-district

#17 · Sataracell 4940008506

distance 0.219 · cross-district

#18 · Punecell 4900003707

distance 0.22

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":4900001003}}}'

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.