Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008419

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008413

distance 0.16

#2 · Punecell 4900009694

distance 0.235

#3 · Ahmednagarcell 4660003905

distance 0.24 · cross-district

#4 · Punecell 4900007974

distance 0.247

#5 · Punecell 4900008859

distance 0.257

#6 · Punecell 4900008640

distance 0.26

#7 · Punecell 4900010361

distance 0.276

#8 · Punecell 4900010553

distance 0.306

#9 · Punecell 4900008966

distance 0.319

#10 · Ahmednagarcell 4660010844

distance 0.319 · cross-district

#11 · Punecell 4900012637

distance 0.32

#12 · Punecell 4900011044

distance 0.32

#13 · Punecell 4900011681

distance 0.329

#14 · Punecell 4900007970

distance 0.337

#15 · Punecell 4900009499

distance 0.346

#16 · Ahmednagarcell 4660010678

distance 0.35 · cross-district

#17 · Punecell 4900009586

distance 0.352

#18 · Punecell 4900011995

distance 0.358

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":4900008419}}}'

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.