Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002852

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.311

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004373

distance 0.311

#2 · Punecell 4900004097

distance 0.337

#3 · Punecell 4900001940

distance 0.352

#4 · Punecell 4900002714

distance 0.353

#5 · Punecell 4900003009

distance 0.354

#6 · Sataracell 4940008993

distance 0.359 · cross-district

#7 · Punecell 4900003151

distance 0.361

#8 · Punecell 4900003276

distance 0.363

#9 · Punecell 4900002557

distance 0.369

#10 · Sataracell 4940007016

distance 0.376 · cross-district

#11 · Punecell 4900003955

distance 0.381

#12 · Punecell 4900004374

distance 0.384

#13 · Punecell 4900003540

distance 0.386

#14 · Punecell 4900002854

distance 0.392

#15 · Sataracell 4940007957

distance 0.396 · cross-district

#16 · Punecell 4900003018

distance 0.397

#17 · Punecell 4900002404

distance 0.398

#18 · Punecell 4900002720

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":4900002852}}}'

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.