Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007231

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.227

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007104

distance 0.227

#2 · Punecell 4900007232

distance 0.245

#3 · Punecell 4900005875

distance 0.248

#4 · Punecell 4900008504

distance 0.256

#5 · Punecell 4900007587

distance 0.256

#6 · Punecell 4900007105

distance 0.258

#7 · Punecell 4900005354

distance 0.272

#8 · Punecell 4900006008

distance 0.279

#9 · Punecell 4900006978

distance 0.28

#10 · Punecell 4900005613

distance 0.282

#11 · Punecell 4900007109

distance 0.283

#12 · Punecell 4900007228

distance 0.286

#13 · Punecell 4900005744

distance 0.288

#14 · Punecell 4900006613

distance 0.292

#15 · Punecell 4900006975

distance 0.293

#16 · Punecell 4900005745

distance 0.293

#17 · Punecell 4900005480

distance 0.295

#18 · Punecell 4900006007

distance 0.296

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":4900007231}}}'

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.