Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004758

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005020

distance 0.155

#2 · Buldhanacell 4720004345

distance 0.173 · cross-district

#3 · Parbhanicell 4890004188

distance 0.178

#4 · Buldhanacell 4720005370

distance 0.187 · cross-district

#5 · Buldhanacell 4720004201

distance 0.187 · cross-district

#6 · Jalnacell 4790003157

distance 0.188 · cross-district

#7 · Jalnacell 4790002816

distance 0.191 · cross-district

#8 · Buldhanacell 4720005591

distance 0.191 · cross-district

#9 · Buldhanacell 4720004351

distance 0.2 · cross-district

#10 · Buldhanacell 4720005002

distance 0.203 · cross-district

#11 · Parbhanicell 4890003761

distance 0.207

#12 · Parbhanicell 4890004952

distance 0.207

#13 · Buldhanacell 4720006348

distance 0.21 · cross-district

#14 · Jalnacell 4790001067

distance 0.211 · cross-district

#15 · Jalnacell 4790004018

distance 0.211 · cross-district

#16 · Beedcell 4700006153

distance 0.214 · cross-district

#17 · Parbhanicell 4890004357

distance 0.214

#18 · Buldhanacell 4720006760

distance 0.215 · cross-district

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":4890004758}}}'

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.