Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012092

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

0.89

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 4900010029

distance 0.16

#2 · Punecell 4900012025

distance 0.241

#3 · Punecell 4900010406

distance 0.241

#4 · Punecell 4900008885

distance 0.25

#5 · Punecell 4900011754

distance 0.268

#6 · Punecell 4900010830

distance 0.292

#7 · Punecell 4900012095

distance 0.293

#8 · Raigadcell 4910004904

distance 0.293 · cross-district

#9 · Punecell 4900011820

distance 0.295

#10 · Punecell 4900012093

distance 0.296

#11 · Punecell 4900012164

distance 0.296

#12 · Punecell 4900012022

distance 0.297

#13 · Punecell 4900012091

distance 0.299

#14 · Punecell 4900010035

distance 0.308

#15 · Punecell 4900011626

distance 0.312

#16 · Punecell 4900011692

distance 0.313

#17 · Punecell 4900011848

distance 0.315

#18 · Punecell 4900012158

distance 0.315

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":4900012092}}}'

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.