Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012960

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.256

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013111

distance 0.256

#2 · Punecell 4900013132

distance 0.282

#3 · Ahmednagarcell 4660009170

distance 0.305 · cross-district

#4 · Ahmednagarcell 4660009515

distance 0.307 · cross-district

#5 · Ahmednagarcell 4660008497

distance 0.309 · cross-district

#6 · Punecell 4900012962

distance 0.31

#7 · Ahmednagarcell 4660013302

distance 0.312 · cross-district

#8 · Punecell 4900013242

distance 0.323

#9 · Ahmednagarcell 4660010020

distance 0.329 · cross-district

#10 · Ahmednagarcell 4660008495

distance 0.331 · cross-district

#11 · Punecell 4900013146

distance 0.332

#12 · Punecell 4900012945

distance 0.332

#13 · Ahmednagarcell 4660009342

distance 0.335 · cross-district

#14 · Punecell 4900013061

distance 0.34

#15 · Punecell 4900013314

distance 0.342

#16 · Ahmednagarcell 4660007126

distance 0.342 · cross-district

#17 · Punecell 4900013250

distance 0.344

#18 · Nashikcell 4870000299

distance 0.359 · 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":4900012960}}}'

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.