Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001990

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.202

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003884

distance 0.202

#2 · Punecell 4900001867

distance 0.232

#3 · Punecell 4900001579

distance 0.246

#4 · Punecell 4900002774

distance 0.253

#5 · Nashikcell 4870000933

distance 0.264 · cross-district

#6 · Punecell 4900003031

distance 0.264

#7 · Punecell 4900000887

distance 0.266

#8 · Punecell 4900002454

distance 0.268

#9 · Sataracell 4940007911

distance 0.272 · cross-district

#10 · Punecell 4900000557

distance 0.273

#11 · Sataracell 4940007906

distance 0.276 · cross-district

#12 · Punecell 4900003859

distance 0.279

#13 · Punecell 4900002888

distance 0.28

#14 · Sataracell 4940008324

distance 0.286 · cross-district

#15 · Punecell 4900002788

distance 0.286

#16 · Nashikcell 4870001673

distance 0.288 · cross-district

#17 · Ahmednagarcell 4660013559

distance 0.29 · cross-district

#18 · Nashikcell 4870009752

distance 0.291 · 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":4900001990}}}'

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.