Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012791

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

0.294

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013078

distance 0.294

#2 · Thanecell 4970001693

distance 0.409 · cross-district

#3 · Thanecell 4970002189

distance 0.412 · cross-district

#4 · Thanecell 4970002264

distance 0.427 · cross-district

#5 · Punecell 4900013323

distance 0.438

#6 · Thanecell 4970002028

distance 0.451 · cross-district

#7 · Thanecell 4970002963

distance 0.483 · cross-district

#8 · Thanecell 4970002410

distance 0.49 · cross-district

#9 · Ahmednagarcell 4660012252

distance 0.491 · cross-district

#10 · Thanecell 4970001017

distance 0.502 · cross-district

#11 · Ahmednagarcell 4660012254

distance 0.504 · cross-district

#12 · Punecell 4900013253

distance 0.514

#13 · Punecell 4900013217

distance 0.527

#14 · Thanecell 4970002338

distance 0.528 · cross-district

#15 · Ahmednagarcell 4660012253

distance 0.536 · cross-district

#16 · Ahmednagarcell 4660012249

distance 0.539 · cross-district

#17 · Punecell 4900013182

distance 0.542

#18 · Thanecell 4970002681

distance 0.547 · 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":4900012791}}}'

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.