Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790004921

The MH-36 locality cells most similar to this Jalna 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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720001005

distance 0.19 · cross-district

#2 · Buldhanacell 4720002975

distance 0.199 · cross-district

#3 · Buldhanacell 4720000851

distance 0.209 · cross-district

#4 · Jalnacell 4790003290

distance 0.216

#5 · Jalnacell 4790005533

distance 0.222

#6 · Jalnacell 4790006471

distance 0.233

#7 · Jalnacell 4790004620

distance 0.233

#8 · Buldhanacell 4720000546

distance 0.248 · cross-district

#9 · Jalnacell 4790004281

distance 0.256

#10 · Buldhanacell 4720001070

distance 0.257 · cross-district

#11 · Jalnacell 4790004834

distance 0.257

#12 · Jalnacell 4790002477

distance 0.259

#13 · Ahmednagarcell 4660009253

distance 0.259 · cross-district

#14 · Buldhanacell 4720001228

distance 0.261 · cross-district

#15 · Beedcell 4700000044

distance 0.263 · cross-district

#16 · Jalnacell 4790004617

distance 0.269

#17 · Beedcell 4700000305

distance 0.275 · cross-district

#18 · Jalnacell 4790003457

distance 0.275

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":479,"cluster_id":4790004921}}}'

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.