Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900010979

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

0.208

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008405

distance 0.208

#2 · Punecell 4900009511

distance 0.23

#3 · Ahmednagarcell 4660004727

distance 0.233 · cross-district

#4 · Punecell 4900009300

distance 0.239

#5 · Punecell 4900009700

distance 0.24

#6 · Punecell 4900009599

distance 0.242

#7 · Punecell 4900010381

distance 0.247

#8 · Ahmednagarcell 4660003430

distance 0.25 · cross-district

#9 · Punecell 4900010472

distance 0.25

#10 · Punecell 4900009083

distance 0.252

#11 · Punecell 4900009090

distance 0.255

#12 · Punecell 4900010805

distance 0.257

#13 · Punecell 4900008750

distance 0.261

#14 · Punecell 4900008753

distance 0.261

#15 · Punecell 4900008863

distance 0.263

#16 · Punecell 4900005888

distance 0.265

#17 · Punecell 4900011128

distance 0.267

#18 · Punecell 4900011134

distance 0.267

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":4900010979}}}'

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.