Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004366

The MH-36 locality cells most similar to this Parbhani 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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.098

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004289

distance 0.098

#2 · Parbhanicell 4890004288

distance 0.099

#3 · Parbhanicell 4890004230

distance 0.1

#4 · Parbhanicell 4890004286

distance 0.103

#5 · Jalnacell 4790002057

distance 0.108 · cross-district

#6 · Parbhanicell 4890004567

distance 0.11

#7 · Jalnacell 4790002482

distance 0.112 · cross-district

#8 · Parbhanicell 4890004232

distance 0.115

#9 · Parbhanicell 4890004287

distance 0.117

#10 · Parbhanicell 4890004338

distance 0.118

#11 · Parbhanicell 4890003625

distance 0.122

#12 · Jalnacell 4790003841

distance 0.123 · cross-district

#13 · Nagpurcell 4840005064

distance 0.124 · cross-district

#14 · Jalnacell 4790001973

distance 0.126 · cross-district

#15 · Jalnacell 4790002501

distance 0.127 · cross-district

#16 · Parbhanicell 4890003624

distance 0.128

#17 · Parbhanicell 4890004390

distance 0.128

#18 · Parbhanicell 4890004185

distance 0.129

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":489,"cluster_id":4890004366}}}'

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.