Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002841

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.401

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003381

distance 0.401

#2 · Punecell 4900006332

distance 0.405

#3 · Punecell 4900003930

distance 0.41

#4 · Sataracell 4940006235

distance 0.435 · cross-district

#5 · Bhandaracell 4710003456

distance 0.459 · cross-district

#6 · Sataracell 4940006671

distance 0.46 · cross-district

#7 · Ratnagiricell 4920005435

distance 0.469 · cross-district

#8 · Punecell 4900004094

distance 0.475

#9 · Punecell 4900002840

distance 0.486

#10 · Thanecell 4970002978

distance 0.494 · cross-district

#11 · Nashikcell 4870006380

distance 0.503 · cross-district

#12 · Sataracell 4940004942

distance 0.507 · cross-district

#13 · Sataracell 4940005564

distance 0.51 · cross-district

#14 · Punecell 4900003268

distance 0.519

#15 · Punecell 4900001922

distance 0.523

#16 · Punecell 4900000540

distance 0.526

#17 · Punecell 4900007528

distance 0.526

#18 · Punecell 4900003934

distance 0.532

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":4900002841}}}'

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.