Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005264

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

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005263

distance 0.19

#2 · Punecell 4900004696

distance 0.192

#3 · Jalgaoncell 4780004289

distance 0.198 · cross-district

#4 · Beedcell 4700005204

distance 0.198 · cross-district

#5 · Jalgaoncell 4780004760

distance 0.199 · cross-district

#6 · Jalgaoncell 4780009763

distance 0.199 · cross-district

#7 · Sanglicell 4930004411

distance 0.199 · cross-district

#8 · Jalgaoncell 4780005662

distance 0.204 · cross-district

#9 · Jalgaoncell 4780004013

distance 0.209 · cross-district

#10 · Jalgaoncell 4780009476

distance 0.21 · cross-district

#11 · Punecell 4900005137

distance 0.21

#12 · Jalgaoncell 4780004176

distance 0.211 · cross-district

#13 · Jalgaoncell 4780005797

distance 0.211 · cross-district

#14 · Solapurcell 4960000389

distance 0.213 · cross-district

#15 · Punecell 4900004720

distance 0.213

#16 · Jalgaoncell 4780009397

distance 0.213 · cross-district

#17 · Beedcell 4700004361

distance 0.215 · cross-district

#18 · Beedcell 4700005118

distance 0.216 · 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":4900005264}}}'

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.