Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005112

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.053

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005060

distance 0.053

#2 · Parbhanicell 4890005019

distance 0.07

#3 · Parbhanicell 4890005270

distance 0.073

#4 · Jalnacell 4790003579

distance 0.077 · cross-district

#5 · Parbhanicell 4890005029

distance 0.078

#6 · Jalnacell 4790002817

distance 0.082 · cross-district

#7 · Jalnacell 4790002820

distance 0.085 · cross-district

#8 · Parbhanicell 4890005113

distance 0.086

#9 · Parbhanicell 4890004479

distance 0.086

#10 · Jalnacell 4790003240

distance 0.088 · cross-district

#11 · Jalnacell 4790003589

distance 0.089 · cross-district

#12 · Jalnacell 4790003846

distance 0.091 · cross-district

#13 · Parbhanicell 4890004661

distance 0.091

#14 · Jalnacell 4790004181

distance 0.092 · cross-district

#15 · Parbhanicell 4890003613

distance 0.093

#16 · Jalnacell 4790002236

distance 0.095 · cross-district

#17 · Jalnacell 4790002485

distance 0.096 · cross-district

#18 · Parbhanicell 4890005440

distance 0.096

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":4890005112}}}'

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.