Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003647

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.403

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003787

distance 0.403

#2 · Punecell 4900005047

distance 0.413

#3 · Punecell 4900004620

distance 0.429

#4 · Punecell 4900004906

distance 0.473

#5 · Punecell 4900005183

distance 0.496

#6 · Bhandaracell 4710002021

distance 0.504 · cross-district

#7 · Sataracell 4940004568

distance 0.537 · cross-district

#8 · Punecell 4900005317

distance 0.538

#9 · Sataracell 4940007637

distance 0.555 · cross-district

#10 · Sataracell 4940008053

distance 0.556 · cross-district

#11 · Punecell 4900004907

distance 0.559

#12 · Punecell 4900007673

distance 0.562

#13 · Punecell 4900002538

distance 0.566

#14 · Punecell 4900003646

distance 0.567

#15 · Sataracell 4940007846

distance 0.571 · cross-district

#16 · Sataracell 4940005677

distance 0.575 · cross-district

#17 · Bhandaracell 4710002135

distance 0.579 · cross-district

#18 · Bhandaracell 4710001490

distance 0.585 · 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":4900003647}}}'

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.