Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004856

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

0.191

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004485

distance 0.191 · cross-district

#2 · Beedcell 4700007055

distance 0.191 · cross-district

#3 · Beedcell 4700006423

distance 0.191 · cross-district

#4 · Beedcell 4700006144

distance 0.195 · cross-district

#5 · Jalgaoncell 4780001548

distance 0.195 · cross-district

#6 · Punecell 4900003748

distance 0.2

#7 · Solapurcell 4960003125

distance 0.201 · cross-district

#8 · Sanglicell 4930006733

distance 0.202 · cross-district

#9 · Solapurcell 4960001933

distance 0.204 · cross-district

#10 · Solapurcell 4960000769

distance 0.204 · cross-district

#11 · Punecell 4900002630

distance 0.205

#12 · Punecell 4900005513

distance 0.206

#13 · Beedcell 4700004339

distance 0.206 · cross-district

#14 · Beedcell 4700004136

distance 0.207 · cross-district

#15 · Beedcell 4700005854

distance 0.209 · cross-district

#16 · Beedcell 4700004666

distance 0.211 · cross-district

#17 · Solapurcell 4960011552

distance 0.211 · cross-district

#18 · Beedcell 4700005422

distance 0.213 · 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":4900004856}}}'

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.