Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006397

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.352

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008080

distance 0.352

#2 · Punecell 4900001099

distance 0.353

#3 · Nashikcell 4870003631

distance 0.357 · cross-district

#4 · Sanglicell 4930006090

distance 0.378 · cross-district

#5 · Punecell 4900001793

distance 0.394

#6 · Ahmednagarcell 4660013184

distance 0.408 · cross-district

#7 · Punecell 4900002105

distance 0.418

#8 · Punecell 4900007137

distance 0.425

#9 · Ahmednagarcell 4660012818

distance 0.425 · cross-district

#10 · Nashikcell 4870003486

distance 0.427 · cross-district

#11 · Punecell 4900007854

distance 0.432

#12 · Solapurcell 4960002013

distance 0.441 · cross-district

#13 · Solapurcell 4960003517

distance 0.446 · cross-district

#14 · Punecell 4900012916

distance 0.449

#15 · Solapurcell 4960007153

distance 0.453 · cross-district

#16 · Ahmednagarcell 4660004985

distance 0.454 · cross-district

#17 · Solapurcell 4960000286

distance 0.455 · cross-district

#18 · Ahmednagarcell 4660004000

distance 0.457 · cross-district

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":4900006397}}}'

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.