Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004117

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.213

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003978

distance 0.213

#2 · Punecell 4900003559

distance 0.215

#3 · Punecell 4900003561

distance 0.255

#4 · Punecell 4900009797

distance 0.256

#5 · Punecell 4900005753

distance 0.264

#6 · Punecell 4900010389

distance 0.269

#7 · Punecell 4900009591

distance 0.272

#8 · Ahmednagarcell 4660004894

distance 0.272 · cross-district

#9 · Punecell 4900010544

distance 0.272

#10 · Punecell 4900009506

distance 0.275

#11 · Punecell 4900007229

distance 0.279

#12 · Punecell 4900011553

distance 0.281

#13 · Punecell 4900006980

distance 0.284

#14 · Punecell 4900003837

distance 0.286

#15 · Punecell 4900008735

distance 0.286

#16 · Punecell 4900011946

distance 0.289

#17 · Punecell 4900004512

distance 0.291

#18 · Punecell 4900011618

distance 0.294

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":4900004117}}}'

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.