Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002537

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

0.463

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005814

distance 0.463

#2 · Punecell 4900004366

distance 0.465

#3 · Punecell 4900006552

distance 0.485

#4 · Punecell 4900006579

distance 0.534

#5 · Punecell 4900002085

distance 0.629

#6 · Punecell 4900007646

distance 0.649

#7 · Punecell 4900005194

distance 0.656

#8 · Punecell 4900002985

distance 0.658

#9 · Punecell 4900006700

distance 0.664

#10 · Thanecell 4970001144

distance 0.681 · cross-district

#11 · Punecell 4900007557

distance 0.689

#12 · Punecell 4900004224

distance 0.691

#13 · Punecell 4900002689

distance 0.692

#14 · Punecell 4900003669

distance 0.694

#15 · Punecell 4900006450

distance 0.7

#16 · Sataracell 4940008348

distance 0.708 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690008546

distance 0.709 · cross-district

#18 · Punecell 4900004236

distance 0.711

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":4900002537}}}'

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.