Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013070

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.206

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013103

distance 0.206

#2 · Punecell 4900012769

distance 0.246

#3 · Punecell 4900012337

distance 0.287

#4 · Punecell 4900012481

distance 0.319

#5 · Nashikcell 4870003654

distance 0.357 · cross-district

#6 · Nashikcell 4870002496

distance 0.358 · cross-district

#7 · Punecell 4900012631

distance 0.36

#8 · Punecell 4900012747

distance 0.375

#9 · Sataracell 4940008173

distance 0.375 · cross-district

#10 · Nashikcell 4870003510

distance 0.381 · cross-district

#11 · Nashikcell 4870003779

distance 0.383 · cross-district

#12 · Punecell 4900010781

distance 0.384

#13 · Punecell 4900013071

distance 0.387

#14 · Sataracell 4940007545

distance 0.388 · cross-district

#15 · Punecell 4900011464

distance 0.39

#16 · Nashikcell 4870001469

distance 0.39 · cross-district

#17 · Nashikcell 4870003507

distance 0.397 · cross-district

#18 · Punecell 4900006145

distance 0.401

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":4900013070}}}'

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.